Pandas Profiling Report

Dataset statistics

Number of variables	40
Number of observations	100000
Missing cells	553075
Missing cells (%)	13.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	25.2 MiB
Average record size in memory	264.0 B

Variable types

Categorical	27
Numeric	13

Alerts

`C_1` has a high cardinality: 541 distinct values	High cardinality
`C_2` has a high cardinality: 497 distinct values	High cardinality
`C_3` has a high cardinality: 43869 distinct values	High cardinality
`C_4` has a high cardinality: 25183 distinct values	High cardinality
`C_5` has a high cardinality: 145 distinct values	High cardinality
`C_7` has a high cardinality: 7623 distinct values	High cardinality
`C_8` has a high cardinality: 257 distinct values	High cardinality
`C_10` has a high cardinality: 10997 distinct values	High cardinality
`C_11` has a high cardinality: 3799 distinct values	High cardinality
`C_12` has a high cardinality: 41311 distinct values	High cardinality
`C_13` has a high cardinality: 2796 distinct values	High cardinality
`C_15` has a high cardinality: 5238 distinct values	High cardinality
`C_16` has a high cardinality: 34616 distinct values	High cardinality
`C_18` has a high cardinality: 2548 distinct values	High cardinality
`C_19` has a high cardinality: 1302 distinct values	High cardinality
`C_21` has a high cardinality: 38617 distinct values	High cardinality
`C_24` has a high cardinality: 12334 distinct values	High cardinality
`C_26` has a high cardinality: 9526 distinct values	High cardinality
`I_1` is highly correlated with `I_5` and 2 other fields	High correlation
`I_4` is highly correlated with `I_8` and 1 other fields	High correlation
`I_5` is highly correlated with `I_1` and 2 other fields	High correlation
`I_6` is highly correlated with `I_1` and 2 other fields	High correlation
`I_7` is highly correlated with `I_11`	High correlation
`I_8` is highly correlated with `I_4` and 1 other fields	High correlation
`I_10` is highly correlated with `I_1` and 2 other fields	High correlation
`I_11` is highly correlated with `I_7`	High correlation
`I_13` is highly correlated with `I_4` and 1 other fields	High correlation
`I_7` is highly correlated with `I_11`	High correlation
`I_8` is highly correlated with `I_13`	High correlation
`I_11` is highly correlated with `I_7`	High correlation
`I_13` is highly correlated with `I_8`	High correlation
`I_1` is highly correlated with `I_5` and 1 other fields	High correlation
`I_4` is highly correlated with `I_13`	High correlation
`I_5` is highly correlated with `I_1` and 1 other fields	High correlation
`I_6` is highly correlated with `I_10`	High correlation
`I_7` is highly correlated with `I_11`	High correlation
`I_10` is highly correlated with `I_1` and 2 other fields	High correlation
`I_11` is highly correlated with `I_7`	High correlation
`I_13` is highly correlated with `I_4`	High correlation
`I_1` is highly correlated with `I_7`	High correlation
`I_4` is highly correlated with `I_8` and 1 other fields	High correlation
`I_5` is highly correlated with `C_9`	High correlation
`I_7` is highly correlated with `I_1`	High correlation
`I_8` is highly correlated with `I_4` and 1 other fields	High correlation
`I_13` is highly correlated with `I_4` and 1 other fields	High correlation
`C_6` is highly correlated with `C_22`	High correlation
`C_9` is highly correlated with `I_5` and 1 other fields	High correlation
`C_14` is highly correlated with `C_23`	High correlation
`C_17` is highly correlated with `C_9`	High correlation
`C_22` is highly correlated with `C_6`	High correlation
`C_23` is highly correlated with `C_14`	High correlation
`I_1` has 44413 (44.4%) missing values	Missing
`I_3` has 19102 (19.1%) missing values	Missing
`I_4` has 19534 (19.5%) missing values	Missing
`I_5` has 4760 (4.8%) missing values	Missing
`I_6` has 25107 (25.1%) missing values	Missing
`I_7` has 4719 (4.7%) missing values	Missing
`I_9` has 4719 (4.7%) missing values	Missing
`I_10` has 44413 (44.4%) missing values	Missing
`I_11` has 4719 (4.7%) missing values	Missing
`I_12` has 77180 (77.2%) missing values	Missing
`I_13` has 19534 (19.5%) missing values	Missing
`C_3` has 3935 (3.9%) missing values	Missing
`C_4` has 3935 (3.9%) missing values	Missing
`C_6` has 13708 (13.7%) missing values	Missing
`C_12` has 3935 (3.9%) missing values	Missing
`C_16` has 3935 (3.9%) missing values	Missing
`C_19` has 41471 (41.5%) missing values	Missing
`C_20` has 41471 (41.5%) missing values	Missing
`C_21` has 3935 (3.9%) missing values	Missing
`C_22` has 81566 (81.6%) missing values	Missing
`C_24` has 3935 (3.9%) missing values	Missing
`C_25` has 41471 (41.5%) missing values	Missing
`C_26` has 41471 (41.5%) missing values	Missing
`I_3` is highly skewed (γ1 = 74.67720032)	Skewed
`I_7` is highly skewed (γ1 = 42.4131813)	Skewed
`I_8` is highly skewed (γ1 = 68.85501099)	Skewed
`I_12` is highly skewed (γ1 = 42.70809937)	Skewed
`I_13` is highly skewed (γ1 = 67.00427246)	Skewed
`I_1` has 24287 (24.3%) zeros	Zeros
`I_2` has 18010 (18.0%) zeros	Zeros
`I_4` has 5336 (5.3%) zeros	Zeros
`I_5` has 1828 (1.8%) zeros	Zeros
`I_6` has 4890 (4.9%) zeros	Zeros
`I_7` has 24234 (24.2%) zeros	Zeros
`I_8` has 11159 (11.2%) zeros	Zeros
`I_9` has 3013 (3.0%) zeros	Zeros
`I_10` has 26171 (26.2%) zeros	Zeros
`I_11` has 25355 (25.4%) zeros	Zeros
`I_12` has 16957 (17.0%) zeros	Zeros
`I_13` has 5200 (5.2%) zeros	Zeros

Reproduction

Analysis started	2022-08-03 12:39:48.799111
Analysis finished	2022-08-03 12:40:06.395209
Duration	17.6 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

label
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

0	77337
1	22663

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	100000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	77337	77.3%
1	22663	22.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	77337	77.3%
1	22663	22.7%

Most occurring characters

Value	Count	Frequency (%)
0	77337	77.3%
1	22663	22.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100000	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	77337	77.3%
1	22663	22.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	100000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	77337	77.3%
1	22663	22.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	100000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	77337	77.3%
1	22663	22.7%

I_1
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	152
Distinct (%)	0.3%
Missing	44413
Missing (%)	44.4%
Infinite	0
Infinite (%)	0.0%
Mean	3.768722903

Minimum	0
Maximum	556
Zeros	24287
Zeros (%)	24.3%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	17
Maximum	556
Range	556
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	10.45120811
Coefficient of variation (CV)	2.773143153
Kurtosis	373.7926331
Mean	3.768722903
Median Absolute Deviation (MAD)	1
Skewness	13.0450964
Sum	209492
Variance	109.2277527
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	24287	24.3%
1	9337	9.3%
2	5103	5.1%
3	3289	3.3%
4	2375	2.4%
5	1687	1.7%
6	1364	1.4%
7	993	1.0%
8	919	0.9%
9	674	0.7%
Other values (142)	5559	5.6%
(Missing)	44413	44.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	24287	24.3%
1	9337	9.3%
2	5103	5.1%
3	3289	3.3%
4	2375	2.4%
5	1687	1.7%
6	1364	1.4%
7	993	1.0%
8	919	0.9%
9	674	0.7%

Value	Count	Frequency (%)
556	1	< 0.1%
466	1	< 0.1%
363	1	< 0.1%
352	1	< 0.1%
326	1	< 0.1%
314	1	< 0.1%
287	1	< 0.1%
275	1	< 0.1%
255	1	< 0.1%
229	1	< 0.1%

I_2
Real number (ℝ)

ZEROS

Distinct	2693
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	112.86373

Minimum	-2
Maximum	18522
Zeros	18010
Zeros (%)	18.0%
Negative	9920
Negative (%)	9.9%
Memory size	390.8 KiB

Quantile statistics

Minimum	-2
5-th percentile	-1
Q1	0
median	3
Q3	40
95-th percentile	587
Maximum	18522
Range	18524
Interquartile range (IQR)	40

Descriptive statistics

Standard deviation	401.5226135
Coefficient of variation (CV)	3.557587664
Kurtosis	100.7127914
Mean	112.86373
Median Absolute Deviation (MAD)	4
Skewness	7.263789177
Sum	11286373
Variance	161220.4062
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18010	18.0%
1	15343	15.3%
-1	9847	9.8%
2	5633	5.6%
3	2828	2.8%
4	2029	2.0%
5	1659	1.7%
6	1416	1.4%
7	1202	1.2%
8	1070	1.1%
Other values (2683)	40963	41.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2	73	0.1%
-1	9847	9.8%
0	18010	18.0%
1	15343	15.3%
2	5633	5.6%
3	2828	2.8%
4	2029	2.0%
5	1659	1.7%
6	1416	1.4%
7	1202	1.2%

Value	Count	Frequency (%)
18522	1	< 0.1%
11178	1	< 0.1%
9205	1	< 0.1%
8180	1	< 0.1%
8071	1	< 0.1%
8016	1	< 0.1%
7864	1	< 0.1%
7796	1	< 0.1%
7551	1	< 0.1%
6942	1	< 0.1%

I_3
Real number (ℝ_≥0)

MISSING
SKEWED

Distinct	943
Distinct (%)	1.2%
Missing	19102
Missing (%)	19.1%
Infinite	0
Infinite (%)	0.0%
Mean	40.74491335

Minimum	0
Maximum	65535
Zeros	581
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	8
Q3	23
95-th percentile	109
Maximum	65535
Range	65535
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	538.8188477
Coefficient of variation (CV)	13.22419913
Kurtosis	7426.687012
Mean	40.74491335
Median Absolute Deviation (MAD)	6
Skewness	74.67720032
Sum	3296182
Variance	290325.75
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	11371	11.4%
2	7869	7.9%
3	5836	5.8%
4	4772	4.8%
5	3879	3.9%
6	3215	3.2%
7	2779	2.8%
8	2518	2.5%
9	2133	2.1%
10	1913	1.9%
Other values (933)	34613	34.6%
(Missing)	19102	19.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	581	0.6%
1	11371	11.4%
2	7869	7.9%
3	5836	5.8%
4	4772	4.8%
5	3879	3.9%
6	3215	3.2%
7	2779	2.8%
8	2518	2.5%
9	2133	2.1%

Value	Count	Frequency (%)
65535	2	< 0.1%
55503	1	< 0.1%
25871	1	< 0.1%
23092	1	< 0.1%
21639	1	< 0.1%
21636	1	< 0.1%
21568	1	< 0.1%
21537	1	< 0.1%
21517	1	< 0.1%
21491	1	< 0.1%

I_4
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	135
Distinct (%)	0.2%
Missing	19534
Missing (%)	19.5%
Infinite	0
Infinite (%)	0.0%
Mean	8.280317153

Minimum	0
Maximum	417
Zeros	5336
Zeros (%)	5.3%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	11
95-th percentile	29
Maximum	417
Range	417
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	10.83633614
Coefficient of variation (CV)	1.308686121
Kurtosis	115.5767212
Mean	8.280317153
Median Absolute Deviation (MAD)	4
Skewness	5.891324997
Sum	666284
Variance	117.4261856
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	12264	12.3%
2	9513	9.5%
3	7110	7.1%
4	5833	5.8%
0	5336	5.3%
5	4663	4.7%
6	4041	4.0%
7	3321	3.3%
8	2888	2.9%
9	2457	2.5%
Other values (125)	23040	23.0%
(Missing)	19534	19.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5336	5.3%
1	12264	12.3%
2	9513	9.5%
3	7110	7.1%
4	5833	5.8%
5	4663	4.7%
6	4041	4.0%
7	3321	3.3%
8	2888	2.9%
9	2457	2.5%

Value	Count	Frequency (%)
417	1	< 0.1%
411	1	< 0.1%
380	1	< 0.1%
280	1	< 0.1%
275	1	< 0.1%
268	1	< 0.1%
255	1	< 0.1%
253	1	< 0.1%
248	1	< 0.1%
231	1	< 0.1%

I_5
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	23041
Distinct (%)	24.2%
Missing	4760
Missing (%)	4.8%
Infinite	0
Infinite (%)	0.0%
Mean	17592.5994

Minimum	0
Maximum	1741128
Zeros	1828
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	228
median	2213
Q3	10209
95-th percentile	55473.25
Maximum	1741128
Range	1741128
Interquartile range (IQR)	9981

Descriptive statistics

Standard deviation	65797.89844
Coefficient of variation (CV)	3.740089622
Kurtosis	115.0488815
Mean	17592.5994
Median Absolute Deviation (MAD)	2199
Skewness	9.146624565
Sum	1675519167
Variance	4329362944
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	2097	2.1%
0	1828	1.8%
2	1473	1.5%
4	1092	1.1%
5	908	0.9%
7	772	0.8%
8	634	0.6%
10	602	0.6%
11	467	0.5%
12	430	0.4%
Other values (23031)	84937	84.9%
(Missing)	4760	4.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1828	1.8%
1	2097	2.1%
2	1473	1.5%
4	1092	1.1%
5	908	0.9%
7	772	0.8%
8	634	0.6%
10	602	0.6%
11	467	0.5%
12	430	0.4%

Value	Count	Frequency (%)
1741128	1	< 0.1%
1618112	1	< 0.1%
1572361	1	< 0.1%
1551929	1	< 0.1%
1530718	1	< 0.1%
1530652	1	< 0.1%
1466627	1	< 0.1%
1424531	1	< 0.1%
1386732	1	< 0.1%
1361070	1	< 0.1%

I_6
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	2055
Distinct (%)	2.7%
Missing	25107
Missing (%)	25.1%
Infinite	0
Infinite (%)	0.0%
Mean	139.6850841

Minimum	0
Maximum	16290
Zeros	4890
Zeros (%)	4.9%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	9
median	37
Q3	122
95-th percentile	594
Maximum	16290
Range	16290
Interquartile range (IQR)	113

Descriptive statistics

Standard deviation	371.7760925
Coefficient of variation (CV)	2.661530363
Kurtosis	251.314621
Mean	139.6850841
Median Absolute Deviation (MAD)	34
Skewness	11.40925312
Sum	10461435
Variance	138217.4688
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4890	4.9%
1	2416	2.4%
2	2087	2.1%
3	1835	1.8%
4	1610	1.6%
5	1477	1.5%
6	1385	1.4%
7	1226	1.2%
8	1209	1.2%
10	1063	1.1%
Other values (2045)	55695	55.7%
(Missing)	25107	25.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4890	4.9%
1	2416	2.4%
2	2087	2.1%
3	1835	1.8%
4	1610	1.6%
5	1477	1.5%
6	1385	1.4%
7	1226	1.2%
8	1209	1.2%
9	1039	1.0%

Value	Count	Frequency (%)
16290	1	< 0.1%
15658	1	< 0.1%
13560	1	< 0.1%
12167	1	< 0.1%
10479	1	< 0.1%
10261	1	< 0.1%
9924	1	< 0.1%
9486	1	< 0.1%
9177	1	< 0.1%
9115	1	< 0.1%

I_7
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct	628
Distinct (%)	0.7%
Missing	4719
Missing (%)	4.7%
Infinite	0
Infinite (%)	0.0%
Mean	15.22209045

Minimum	0
Maximum	8807
Zeros	24234
Zeros (%)	24.2%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	11
95-th percentile	61
Maximum	8807
Range	8807
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	65.46048737
Coefficient of variation (CV)	4.300361214
Kurtosis	4233.842285
Mean	15.22209045
Median Absolute Deviation (MAD)	3
Skewness	42.4131813
Sum	1450376
Variance	4285.075684
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	24234	24.2%
1	13333	13.3%
2	8373	8.4%
3	5656	5.7%
4	4702	4.7%
5	3717	3.7%
6	3115	3.1%
7	2490	2.5%
8	2240	2.2%
9	1875	1.9%
Other values (618)	25546	25.5%
(Missing)	4719	4.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	24234	24.2%
1	13333	13.3%
2	8373	8.4%
3	5656	5.7%
4	4702	4.7%
5	3717	3.7%
6	3115	3.1%
7	2490	2.5%
8	2240	2.2%
9	1875	1.9%

Value	Count	Frequency (%)
8807	1	< 0.1%
5573	1	< 0.1%
3279	1	< 0.1%
2963	1	< 0.1%
2508	1	< 0.1%
2240	1	< 0.1%
2061	1	< 0.1%
1976	1	< 0.1%
1950	1	< 0.1%
1921	1	< 0.1%

I_8
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	155
Distinct (%)	0.2%
Missing	107
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	13.57482506

Minimum	0
Maximum	4677
Zeros	11159
Zeros (%)	11.2%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	8
Q3	20
95-th percentile	42
Maximum	4677
Range	4677
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	46.54159546
Coefficient of variation (CV)	3.428522669
Kurtosis	5577.802734
Mean	13.57482506
Median Absolute Deviation (MAD)	7
Skewness	68.85501099
Sum	1356030
Variance	2166.120117
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11159	11.2%
1	8075	8.1%
2	6798	6.8%
3	5671	5.7%
4	5196	5.2%
5	4394	4.4%
6	4244	4.2%
7	3839	3.8%
8	2909	2.9%
9	2826	2.8%
Other values (145)	44782	44.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11159	11.2%
1	8075	8.1%
2	6798	6.8%
3	5671	5.7%
4	5196	5.2%
5	4394	4.4%
6	4244	4.2%
7	3839	3.8%
8	2909	2.9%
9	2826	2.8%

Value	Count	Frequency (%)
4677	1	< 0.1%
4603	1	< 0.1%
4352	1	< 0.1%
3967	1	< 0.1%
3964	1	< 0.1%
3747	1	< 0.1%
3343	1	< 0.1%
3220	1	< 0.1%
3193	1	< 0.1%
2994	1	< 0.1%

I_9
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	1942
Distinct (%)	2.0%
Missing	4719
Missing (%)	4.7%
Infinite	0
Infinite (%)	0.0%
Mean	125.2949066

Minimum	0
Maximum	12661
Zeros	3013
Zeros (%)	3.0%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	10
median	40
Q3	120
95-th percentile	524
Maximum	12661
Range	12661
Interquartile range (IQR)	110

Descriptive statistics

Standard deviation	286.4156799
Coefficient of variation (CV)	2.285932346
Kurtosis	163.1750031
Mean	125.2949066
Median Absolute Deviation (MAD)	36
Skewness	9.009661674
Sum	11938224
Variance	82033.94531
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	3877	3.9%
2	3135	3.1%
0	3013	3.0%
3	2527	2.5%
4	2073	2.1%
5	1934	1.9%
6	1853	1.9%
7	1543	1.5%
8	1478	1.5%
9	1368	1.4%
Other values (1932)	72480	72.5%
(Missing)	4719	4.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3013	3.0%
1	3877	3.9%
2	3135	3.1%
3	2527	2.5%
4	2073	2.1%
5	1934	1.9%
6	1853	1.9%
7	1543	1.5%
8	1478	1.5%
9	1368	1.4%

Value	Count	Frequency (%)
12661	1	< 0.1%
9794	1	< 0.1%
7874	1	< 0.1%
7526	1	< 0.1%
7514	1	< 0.1%
7503	1	< 0.1%
7500	1	< 0.1%
7476	1	< 0.1%
7463	1	< 0.1%
7338	1	< 0.1%

I_10
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	44413
Missing (%)	44.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.6201090183

Minimum	0
Maximum	6
Zeros	26171
Zeros (%)	26.2%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	2
Maximum	6
Range	6
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6770553589
Coefficient of variation (CV)	1.091832789
Kurtosis	2.494926214
Mean	0.6201090183
Median Absolute Deviation (MAD)	1
Skewness	1.124920964
Sum	34470
Variance	0.458403945
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	26171	26.2%
1	25277	25.3%
2	3409	3.4%
3	580	0.6%
4	119	0.1%
5	27	< 0.1%
6	4	< 0.1%
(Missing)	44413	44.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26171	26.2%
1	25277	25.3%
2	3409	3.4%
3	580	0.6%
4	119	0.1%
5	27	< 0.1%
6	4	< 0.1%

Value	Count	Frequency (%)
6	4	< 0.1%
5	27	< 0.1%
4	119	0.1%
3	580	0.6%
2	3409	3.4%
1	25277	25.3%
0	26171	26.2%

I_11
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	86
Distinct (%)	0.1%
Missing	4719
Missing (%)	4.7%
Infinite	0
Infinite (%)	0.0%
Mean	2.400268679

Minimum	0
Maximum	104
Zeros	25355
Zeros (%)	25.4%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	9
Maximum	104
Range	104
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	4.629926205
Coefficient of variation (CV)	1.928919977
Kurtosis	66.44548035
Mean	2.400268679
Median Absolute Deviation (MAD)	1
Skewness	6.399148464
Sum	228700
Variance	21.43621635
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	34032	34.0%
0	25355	25.4%
2	12758	12.8%
3	6774	6.8%
4	4045	4.0%
5	2557	2.6%
6	1909	1.9%
7	1459	1.5%
8	1053	1.1%
9	832	0.8%
Other values (76)	4507	4.5%
(Missing)	4719	4.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	25355	25.4%
1	34032	34.0%
2	12758	12.8%
3	6774	6.8%
4	4045	4.0%
5	2557	2.6%
6	1909	1.9%
7	1459	1.5%
8	1053	1.1%
9	832	0.8%

Value	Count	Frequency (%)
104	1	< 0.1%
101	1	< 0.1%
97	3	< 0.1%
96	1	< 0.1%
91	1	< 0.1%
90	1	< 0.1%
85	1	< 0.1%
84	1	< 0.1%
79	3	< 0.1%
78	1	< 0.1%

I_12
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	71
Distinct (%)	0.3%
Missing	77180
Missing (%)	77.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.9377738826

Minimum	0
Maximum	493
Zeros	16957
Zeros (%)	17.0%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	4
Maximum	493
Range	493
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	5.32766819
Coefficient of variation (CV)	5.68118636
Kurtosis	3363.044434
Mean	0.9377738826
Median Absolute Deviation (MAD)	0
Skewness	42.70809937
Sum	21400
Variance	28.38405037
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16957	17.0%
1	3274	3.3%
2	882	0.9%
3	436	0.4%
4	297	0.3%
5	137	0.1%
6	126	0.1%
7	106	0.1%
8	93	0.1%
10	63	0.1%
Other values (61)	449	0.4%
(Missing)	77180	77.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16957	17.0%
1	3274	3.3%
2	882	0.9%
3	436	0.4%
4	297	0.3%
5	137	0.1%
6	126	0.1%
7	106	0.1%
8	93	0.1%
9	51	0.1%

Value	Count	Frequency (%)
493	1	< 0.1%
178	1	< 0.1%
159	1	< 0.1%
144	1	< 0.1%
130	1	< 0.1%
123	1	< 0.1%
98	1	< 0.1%
97	1	< 0.1%
87	2	< 0.1%
84	1	< 0.1%

I_13
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct	273
Distinct (%)	0.3%
Missing	19534
Missing (%)	19.5%
Infinite	0
Infinite (%)	0.0%
Mean	11.60763552

Minimum	0
Maximum	6558
Zeros	5200
Zeros (%)	5.2%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	13
95-th percentile	39
Maximum	6558
Range	6558
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	52.04455566
Coefficient of variation (CV)	4.483648333
Kurtosis	5899.552246
Mean	11.60763552
Median Absolute Deviation (MAD)	4
Skewness	67.00427246
Sum	934020
Variance	2708.635742
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	11443	11.4%
2	8730	8.7%
3	6618	6.6%
4	5355	5.4%
0	5200	5.2%
5	4374	4.4%
6	3767	3.8%
7	3023	3.0%
8	2741	2.7%
9	2283	2.3%
Other values (263)	26932	26.9%
(Missing)	19534	19.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5200	5.2%
1	11443	11.4%
2	8730	8.7%
3	6618	6.6%
4	5355	5.4%
5	4374	4.4%
6	3767	3.8%
7	3023	3.0%
8	2741	2.7%
9	2283	2.3%

Value	Count	Frequency (%)
6558	1	< 0.1%
4331	1	< 0.1%
4262	1	< 0.1%
4016	1	< 0.1%
3469	1	< 0.1%
3292	1	< 0.1%
3169	1	< 0.1%
3142	1	< 0.1%
2962	1	< 0.1%
2408	1	< 0.1%

C_1
Categorical

HIGH CARDINALITY

Distinct	541
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

05db9164	50197
68fd1e64	16676
5a9ed9b0	8329
8cf07265	4887
be589b51	3336
Other values (536)	16575

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	800000
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	273 ?
Unique (%)	0.3%

Sample

1st row	68fd1e64
2nd row	68fd1e64
3rd row	287e684f
4th row	68fd1e64
5th row	8cf07265

Common Values

Value	Count	Frequency (%)
05db9164	50197	50.2%
68fd1e64	16676	16.7%
5a9ed9b0	8329	8.3%
8cf07265	4887	4.9%
be589b51	3336	3.3%
5bfa8ab5	2364	2.4%
87552397	1806	1.8%
f473b8dc	1339	1.3%
39af2607	1151	1.2%
ae82ea21	873	0.9%
Other values (531)	9042	9.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
05db9164	50197	50.2%
68fd1e64	16676	16.7%
5a9ed9b0	8329	8.3%
8cf07265	4887	4.9%
be589b51	3336	3.3%
5bfa8ab5	2364	2.4%
87552397	1806	1.8%
f473b8dc	1339	1.3%
39af2607	1151	1.2%
ae82ea21	873	0.9%
Other values (531)	9042	9.0%

Most occurring characters

Value	Count	Frequency (%)
6	94820	11.9%
5	84025	10.5%
d	80255	10.0%
9	77775	9.7%
b	75337	9.4%
1	75191	9.4%
4	74949	9.4%
0	67999	8.5%
8	35475	4.4%
e	34261	4.3%
Other values (6)	99913	12.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	546811	68.4%
Lowercase Letter	253189	31.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	94820	17.3%
5	84025	15.4%
9	77775	14.2%
1	75191	13.8%
4	74949	13.7%
0	67999	12.4%
8	35475	6.5%
7	14846	2.7%
2	13073	2.4%
3	8658	1.6%

Lowercase Letter

Value	Count	Frequency (%)
d	80255	31.7%
b	75337	29.8%
e	34261	13.5%
f	30731	12.1%
a	21488	8.5%
c	11117	4.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	546811	68.4%
Latin	253189	31.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	94820	17.3%
5	84025	15.4%
9	77775	14.2%
1	75191	13.8%
4	74949	13.7%
0	67999	12.4%
8	35475	6.5%
7	14846	2.7%
2	13073	2.4%
3	8658	1.6%

Latin

Value	Count	Frequency (%)
d	80255	31.7%
b	75337	29.8%
e	34261	13.5%
f	30731	12.1%
a	21488	8.5%
c	11117	4.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	800000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	94820	11.9%
5	84025	10.5%
d	80255	10.0%
9	77775	9.7%
b	75337	9.4%
1	75191	9.4%
4	74949	9.4%
0	67999	8.5%
8	35475	4.4%
e	34261	4.3%
Other values (6)	99913	12.5%

C_2
Categorical

HIGH CARDINALITY

Distinct	497
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

38a947a1	12895
09e68b86	6826
80e26c9b	4043
38d50e09	3724
287130e0	3269
Other values (492)	69243

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	800000
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	19 ?
Unique (%)	< 0.1%

Sample

1st row	80e26c9b
2nd row	f0cf0024
3rd row	0a519c5c
4th row	2c16a946
5th row	ae46a29d

Common Values

Value	Count	Frequency (%)
38a947a1	12895	12.9%
09e68b86	6826	6.8%
80e26c9b	4043	4.0%
38d50e09	3724	3.7%
287130e0	3269	3.3%
4f25e98b	3268	3.3%
1cfdf714	2903	2.9%
207b2d81	2366	2.4%
08d6d899	1988	2.0%
d833535f	1892	1.9%
Other values (487)	56826	56.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
38a947a1	12895	12.9%
09e68b86	6826	6.8%
80e26c9b	4043	4.0%
38d50e09	3724	3.7%
287130e0	3269	3.3%
4f25e98b	3268	3.3%
1cfdf714	2903	2.9%
207b2d81	2366	2.4%
08d6d899	1988	2.0%
d833535f	1892	1.9%
Other values (487)	56826	56.8%

Most occurring characters

Value	Count	Frequency (%)
8	84438	10.6%
9	71673	9.0%
a	58158	7.3%
0	57543	7.2%
e	56139	7.0%
7	51858	6.5%
4	51100	6.4%
3	46718	5.8%
6	46464	5.8%
1	43176	5.4%
Other values (6)	232733	29.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	528698	66.1%
Lowercase Letter	271302	33.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
8	84438	16.0%
9	71673	13.6%
0	57543	10.9%
7	51858	9.8%
4	51100	9.7%
3	46718	8.8%
6	46464	8.8%
1	43176	8.2%
2	41300	7.8%
5	34428	6.5%

Lowercase Letter

Value	Count	Frequency (%)
a	58158	21.4%
e	56139	20.7%
d	43089	15.9%
f	38785	14.3%
b	38140	14.1%
c	36991	13.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	528698	66.1%
Latin	271302	33.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
8	84438	16.0%
9	71673	13.6%
0	57543	10.9%
7	51858	9.8%
4	51100	9.7%
3	46718	8.8%
6	46464	8.8%
1	43176	8.2%
2	41300	7.8%
5	34428	6.5%

Latin

Value	Count	Frequency (%)
a	58158	21.4%
e	56139	20.7%
d	43089	15.9%
f	38785	14.3%
b	38140	14.1%
c	36991	13.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	800000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
8	84438	10.6%
9	71673	9.0%
a	58158	7.3%
0	57543	7.2%
e	56139	7.0%
7	51858	6.5%
4	51100	6.4%
3	46718	5.8%
6	46464	5.8%
1	43176	5.4%
Other values (6)	232733	29.1%

C_3
Categorical

HIGH CARDINALITY
MISSING

Distinct	43869
Distinct (%)	45.7%
Missing	3935
Missing (%)	3.9%
Memory size	781.4 KiB

d032c263	3703
b00d1501	1900
02cf9876	1707
aa8c1539	1579
77f2f2e5	1571
Other values (43864)	85605

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	768520
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	37861 ?
Unique (%)	39.4%

Sample

1st row	fb936136
2nd row	6f67f7e5
3rd row	02cf9876
4th row	a9a87e68
5th row	c81688bb

Common Values

Value	Count	Frequency (%)
d032c263	3703	3.7%
b00d1501	1900	1.9%
02cf9876	1707	1.7%
aa8c1539	1579	1.6%
77f2f2e5	1571	1.6%
74e1a23a	1058	1.1%
9143c832	972	1.0%
2cbec47f	900	0.9%
ad4b77ff	855	0.9%
4470baf4	725	0.7%
Other values (43859)	81095	81.1%
(Missing)	3935	3.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
d032c263	3703	3.9%
b00d1501	1900	2.0%
02cf9876	1707	1.8%
aa8c1539	1579	1.6%
77f2f2e5	1571	1.6%
74e1a23a	1058	1.1%
9143c832	972	1.0%
2cbec47f	900	0.9%
ad4b77ff	855	0.9%
4470baf4	725	0.8%
Other values (43859)	81095	84.4%

Most occurring characters

Value	Count	Frequency (%)
2	57549	7.5%
0	53357	6.9%
3	52975	6.9%
c	50849	6.6%
d	48831	6.4%
7	48831	6.4%
1	48162	6.3%
f	47448	6.2%
4	46628	6.1%
a	45781	6.0%
Other values (6)	268109	34.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	487434	63.4%
Lowercase Letter	281086	36.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	57549	11.8%
0	53357	10.9%
3	52975	10.9%
7	48831	10.0%
1	48162	9.9%
4	46628	9.6%
9	45335	9.3%
6	45072	9.2%
5	44892	9.2%
8	44633	9.2%

Lowercase Letter

Value	Count	Frequency (%)
c	50849	18.1%
d	48831	17.4%
f	47448	16.9%
a	45781	16.3%
b	44612	15.9%
e	43565	15.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	487434	63.4%
Latin	281086	36.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	57549	11.8%
0	53357	10.9%
3	52975	10.9%
7	48831	10.0%
1	48162	9.9%
4	46628	9.6%
9	45335	9.3%
6	45072	9.2%
5	44892	9.2%
8	44633	9.2%

Latin

Value	Count	Frequency (%)
c	50849	18.1%
d	48831	17.4%
f	47448	16.9%
a	45781	16.3%
b	44612	15.9%
e	43565	15.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	768520	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	57549	7.5%
0	53357	6.9%
3	52975	6.9%
c	50849	6.6%
d	48831	6.4%
7	48831	6.4%
1	48162	6.3%
f	47448	6.2%
4	46628	6.1%
a	45781	6.0%
Other values (6)	268109	34.9%

C_4
Categorical

HIGH CARDINALITY
MISSING

Distinct	25183
Distinct (%)	26.2%
Missing	3935
Missing (%)	3.9%
Memory size	781.4 KiB

c18be181	5410
d16679b9	4380
85dd697c	3235
13508380	2330
f922efad	1487
Other values (25178)	79223

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	768520
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	18359 ?
Unique (%)	19.1%

Sample

1st row	7b4723c4
2nd row	41274cd7
3rd row	c18be181
4th row	2e17d6f6
5th row	f922efad

Common Values

Value	Count	Frequency (%)
c18be181	5410	5.4%
d16679b9	4380	4.4%
85dd697c	3235	3.2%
13508380	2330	2.3%
f922efad	1487	1.5%
9a6888fb	1058	1.1%
f56b7dd5	972	1.0%
3e2bfbda	908	0.9%
29998ed1	895	0.9%
6a14f9b9	854	0.9%
Other values (25173)	74536	74.5%
(Missing)	3935	3.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
c18be181	5410	5.6%
d16679b9	4380	4.6%
85dd697c	3235	3.4%
13508380	2330	2.4%
f922efad	1487	1.5%
9a6888fb	1058	1.1%
f56b7dd5	972	1.0%
3e2bfbda	908	0.9%
29998ed1	895	0.9%
6a14f9b9	854	0.9%
Other values (25173)	74536	77.6%

Most occurring characters

Value	Count	Frequency (%)
1	62635	8.2%
8	58996	7.7%
9	58008	7.5%
6	53526	7.0%
b	52241	6.8%
d	51879	6.8%
c	49561	6.4%
5	45398	5.9%
f	45325	5.9%
e	44854	5.8%
Other values (6)	246097	32.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	483242	62.9%
Lowercase Letter	285278	37.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	62635	13.0%
8	58996	12.2%
9	58008	12.0%
6	53526	11.1%
5	45398	9.4%
0	42872	8.9%
7	42396	8.8%
2	41003	8.5%
3	39452	8.2%
4	38956	8.1%

Lowercase Letter

Value	Count	Frequency (%)
b	52241	18.3%
d	51879	18.2%
c	49561	17.4%
f	45325	15.9%
e	44854	15.7%
a	41418	14.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	483242	62.9%
Latin	285278	37.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	62635	13.0%
8	58996	12.2%
9	58008	12.0%
6	53526	11.1%
5	45398	9.4%
0	42872	8.9%
7	42396	8.8%
2	41003	8.5%
3	39452	8.2%
4	38956	8.1%

Latin

Value	Count	Frequency (%)
b	52241	18.3%
d	51879	18.2%
c	49561	17.4%
f	45325	15.9%
e	44854	15.7%
a	41418	14.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	768520	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	62635	8.2%
8	58996	7.7%
9	58008	7.5%
6	53526	7.0%
b	52241	6.8%
d	51879	6.8%
c	49561	6.4%
5	45398	5.9%
f	45325	5.9%
e	44854	5.8%
Other values (6)	246097	32.0%

C_5
Categorical

HIGH CARDINALITY

Distinct	145
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

25c83c98	67056
4cf72387	15783
43b19349	6228
384874ce	3224
30903e74	1990
Other values (140)	5719

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	800000
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	52 ?
Unique (%)	0.1%

Sample

1st row	25c83c98
2nd row	25c83c98
3rd row	25c83c98
4th row	25c83c98
5th row	25c83c98

Common Values

Value	Count	Frequency (%)
25c83c98	67056	67.1%
4cf72387	15783	15.8%
43b19349	6228	6.2%
384874ce	3224	3.2%
30903e74	1990	2.0%
0942e0a7	1313	1.3%
f281d2a7	874	0.9%
b0530c50	560	0.6%
b2241560	483	0.5%
f3474129	374	0.4%
Other values (135)	2115	2.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
25c83c98	67056	67.1%
4cf72387	15783	15.8%
43b19349	6228	6.2%
384874ce	3224	3.2%
30903e74	1990	2.0%
0942e0a7	1313	1.3%
f281d2a7	874	0.9%
b0530c50	560	0.6%
b2241560	483	0.5%
f3474129	374	0.4%
Other values (135)	2115	2.1%

Most occurring characters

Value	Count	Frequency (%)
8	158526	19.8%
c	154401	19.3%
3	104177	13.0%
2	88258	11.0%
9	84178	10.5%
5	69765	8.7%
7	41153	5.1%
4	39997	5.0%
f	18195	2.3%
0	9890	1.2%
Other values (6)	31460	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	605918	75.7%
Lowercase Letter	194082	24.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
8	158526	26.2%
3	104177	17.2%
2	88258	14.6%
9	84178	13.9%
5	69765	11.5%
7	41153	6.8%
4	39997	6.6%
0	9890	1.6%
1	8769	1.4%
6	1205	0.2%

Lowercase Letter

Value	Count	Frequency (%)
c	154401	79.6%
f	18195	9.4%
b	8359	4.3%
e	8032	4.1%
a	3202	1.6%
d	1893	1.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	605918	75.7%
Latin	194082	24.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
8	158526	26.2%
3	104177	17.2%
2	88258	14.6%
9	84178	13.9%
5	69765	11.5%
7	41153	6.8%
4	39997	6.6%
0	9890	1.6%
1	8769	1.4%
6	1205	0.2%

Latin

Value	Count	Frequency (%)
c	154401	79.6%
f	18195	9.4%
b	8359	4.3%
e	8032	4.1%
a	3202	1.6%
d	1893	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	800000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
8	158526	19.8%
c	154401	19.3%
3	104177	13.0%
2	88258	11.0%
9	84178	10.5%
5	69765	8.7%
7	41153	5.1%
4	39997	5.0%
f	18195	2.3%
0	9890	1.2%
Other values (6)	31460	3.9%

C_6
Categorical

HIGH CORRELATION
MISSING

Distinct	11
Distinct (%)	< 0.1%
Missing	13708
Missing (%)	13.7%
Memory size	781.4 KiB

7e0ccccf	46438
fbad5c96	19331
fe6b92e5	11495
13718bbd	3802
6f6d9be8	3460
Other values (6)	1766

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	690336
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	7e0ccccf
2nd row	fe6b92e5
3rd row	7e0ccccf
4th row	fe6b92e5
5th row	13718bbd

Common Values

Value	Count	Frequency (%)
7e0ccccf	46438	46.4%
fbad5c96	19331	19.3%
fe6b92e5	11495	11.5%
13718bbd	3802	3.8%
6f6d9be8	3460	3.5%
3bf701e7	1728	1.7%
e3520422	16	< 0.1%
f1f2de2d	9	< 0.1%
c05778d5	6	< 0.1%
c76aecf6	5	< 0.1%
(Missing)	13708	13.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
7e0ccccf	46438	53.8%
fbad5c96	19331	22.4%
fe6b92e5	11495	13.3%
13718bbd	3802	4.4%
6f6d9be8	3460	4.0%
3bf701e7	1728	2.0%
e3520422	16	< 0.1%
f1f2de2d	9	< 0.1%
c05778d5	6	< 0.1%
c76aecf6	5	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
c	205101	29.7%
f	82475	11.9%
e	74648	10.8%
7	53713	7.8%
0	48188	7.0%
b	43620	6.3%
6	37758	5.5%
9	34286	5.0%
5	30854	4.5%
d	26619	3.9%
Other values (6)	53074	7.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	451799	65.4%
Decimal Number	238537	34.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
7	53713	22.5%
0	48188	20.2%
6	37758	15.8%
9	34286	14.4%
5	30854	12.9%
2	11563	4.8%
1	9341	3.9%
8	7268	3.0%
3	5548	2.3%
4	18	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
c	205101	45.4%
f	82475	18.3%
e	74648	16.5%
b	43620	9.7%
d	26619	5.9%
a	19336	4.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	451799	65.4%
Common	238537	34.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
7	53713	22.5%
0	48188	20.2%
6	37758	15.8%
9	34286	14.4%
5	30854	12.9%
2	11563	4.8%
1	9341	3.9%
8	7268	3.0%
3	5548	2.3%
4	18	< 0.1%

Latin

Value	Count	Frequency (%)
c	205101	45.4%
f	82475	18.3%
e	74648	16.5%
b	43620	9.7%
d	26619	5.9%
a	19336	4.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	690336	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
c	205101	29.7%
f	82475	11.9%
e	74648	10.8%
7	53713	7.8%
0	48188	7.0%
b	43620	6.3%
6	37758	5.5%
9	34286	5.0%
5	30854	4.5%
d	26619	3.9%
Other values (6)	53074	7.7%

C_7
Categorical

HIGH CARDINALITY

Distinct	7623
Distinct (%)	7.6%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

3f4ec687	957
49b74ebc	902
7195046d	776
970f01b2	772
88002ee1	639
Other values (7618)	95954

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	800000
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1737 ?
Unique (%)	1.7%

Sample

1st row	de7995b8
2nd row	922afcc0
3rd row	c78204a1
4th row	2e8a689b
5th row	ad9fa255

Common Values

Value	Count	Frequency (%)
3f4ec687	957	1.0%
49b74ebc	902	0.9%
7195046d	776	0.8%
970f01b2	772	0.8%
88002ee1	639	0.6%
9b98e9fc	633	0.6%
38eb9cf4	585	0.6%
d2d741ca	581	0.6%
81bb0302	541	0.5%
dc7659bd	534	0.5%
Other values (7613)	93080	93.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
3f4ec687	957	1.0%
49b74ebc	902	0.9%
7195046d	776	0.8%
970f01b2	772	0.8%
88002ee1	639	0.6%
9b98e9fc	633	0.6%
38eb9cf4	585	0.6%
d2d741ca	581	0.6%
81bb0302	541	0.5%
dc7659bd	534	0.5%
Other values (7613)	93080	93.1%

Most occurring characters

Value	Count	Frequency (%)
d	52044	6.5%
9	51986	6.5%
a	51863	6.5%
4	51130	6.4%
6	51080	6.4%
b	50867	6.4%
8	50631	6.3%
f	50581	6.3%
c	49621	6.2%
7	49198	6.1%
Other values (6)	290999	36.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	496381	62.0%
Lowercase Letter	303619	38.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
9	51986	10.5%
4	51130	10.3%
6	51080	10.3%
8	50631	10.2%
7	49198	9.9%
0	49195	9.9%
1	48961	9.9%
5	48909	9.9%
3	47675	9.6%
2	47616	9.6%

Lowercase Letter

Value	Count	Frequency (%)
d	52044	17.1%
a	51863	17.1%
b	50867	16.8%
f	50581	16.7%
c	49621	16.3%
e	48643	16.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	496381	62.0%
Latin	303619	38.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
9	51986	10.5%
4	51130	10.3%
6	51080	10.3%
8	50631	10.2%
7	49198	9.9%
0	49195	9.9%
1	48961	9.9%
5	48909	9.9%
3	47675	9.6%
2	47616	9.6%

Latin

Value	Count	Frequency (%)
d	52044	17.1%
a	51863	17.1%
b	50867	16.8%
f	50581	16.7%
c	49621	16.3%
e	48643	16.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	800000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
d	52044	6.5%
9	51986	6.5%
a	51863	6.5%
4	51130	6.4%
6	51080	6.4%
b	50867	6.4%
8	50631	6.3%
f	50581	6.3%
c	49621	6.2%
7	49198	6.1%
Other values (6)	290999	36.4%

C_8
Categorical

HIGH CARDINALITY

Distinct	257
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

0b153874	59264
5b392875	16689
1f89b562	7485
37e4aa92	4234
062b5529	2638
Other values (252)	9690

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	800000
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	112 ?
Unique (%)	0.1%

Sample

1st row	1f89b562
2nd row	0b153874
3rd row	0b153874
4th row	0b153874
5th row	0b153874

Common Values

Value	Count	Frequency (%)
0b153874	59264	59.3%
5b392875	16689	16.7%
1f89b562	7485	7.5%
37e4aa92	4234	4.2%
062b5529	2638	2.6%
51d76abe	1774	1.8%
c8ddd494	1258	1.3%
64523cfa	979	1.0%
6c41e35e	709	0.7%
985e3fcb	628	0.6%
Other values (247)	4342	4.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0b153874	59264	59.3%
5b392875	16689	16.7%
1f89b562	7485	7.5%
37e4aa92	4234	4.2%
062b5529	2638	2.6%
51d76abe	1774	1.8%
c8ddd494	1258	1.3%
64523cfa	979	1.0%
6c41e35e	709	0.7%
985e3fcb	628	0.6%
Other values (247)	4342	4.3%

Most occurring characters

Value	Count	Frequency (%)
5	112287	14.0%
b	89910	11.2%
8	87228	10.9%
3	84877	10.6%
7	83619	10.5%
1	71099	8.9%
4	70397	8.8%
0	63647	8.0%
2	37957	4.7%
9	35149	4.4%
Other values (6)	63830	8.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	663362	82.9%
Lowercase Letter	136638	17.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	112287	16.9%
8	87228	13.1%
3	84877	12.8%
7	83619	12.6%
1	71099	10.7%
4	70397	10.6%
0	63647	9.6%
2	37957	5.7%
9	35149	5.3%
6	17102	2.6%

Lowercase Letter

Value	Count	Frequency (%)
b	89910	65.8%
a	13167	9.6%
f	11994	8.8%
e	9246	6.8%
d	6957	5.1%
c	5364	3.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	663362	82.9%
Latin	136638	17.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	112287	16.9%
8	87228	13.1%
3	84877	12.8%
7	83619	12.6%
1	71099	10.7%
4	70397	10.6%
0	63647	9.6%
2	37957	5.7%
9	35149	5.3%
6	17102	2.6%

Latin

Value	Count	Frequency (%)
b	89910	65.8%
a	13167	9.6%
f	11994	8.8%
e	9246	6.8%
d	6957	5.1%
c	5364	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	800000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	112287	14.0%
b	89910	11.2%
8	87228	10.9%
3	84877	10.6%
7	83619	10.5%
1	71099	8.9%
4	70397	8.8%
0	63647	8.0%
2	37957	4.7%
9	35149	4.4%
Other values (6)	63830	8.0%

C_9
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

a73ee510	88523
7cc72ec2	11445
a18233ea	32

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	800000
Distinct characters	10
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	a73ee510
2nd row	a73ee510
3rd row	a73ee510
4th row	a73ee510
5th row	a73ee510

Common Values

Value	Count	Frequency (%)
a73ee510	88523	88.5%
7cc72ec2	11445	11.4%
a18233ea	32	< 0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
a73ee510	88523	88.5%
7cc72ec2	11445	11.4%
a18233ea	32	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	188523	23.6%
7	111413	13.9%
a	88587	11.1%
3	88587	11.1%
1	88555	11.1%
5	88523	11.1%
0	88523	11.1%
c	34335	4.3%
2	22922	2.9%
8	32	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	488555	61.1%
Lowercase Letter	311445	38.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
7	111413	22.8%
3	88587	18.1%
1	88555	18.1%
5	88523	18.1%
0	88523	18.1%
2	22922	4.7%
8	32	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
e	188523	60.5%
a	88587	28.4%
c	34335	11.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	488555	61.1%
Latin	311445	38.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
7	111413	22.8%
3	88587	18.1%
1	88555	18.1%
5	88523	18.1%
0	88523	18.1%
2	22922	4.7%
8	32	< 0.1%

Latin

Value	Count	Frequency (%)
e	188523	60.5%
a	88587	28.4%
c	34335	11.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	800000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	188523	23.6%
7	111413	13.9%
a	88587	11.1%
3	88587	11.1%
1	88555	11.1%
5	88523	11.1%
0	88523	11.1%
c	34335	4.3%
2	22922	2.9%
8	32	< 0.1%

C_10
Categorical

HIGH CARDINALITY

Distinct	10997
Distinct (%)	11.0%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

3b08e48b	26595
fbbf2c95	887
efea433b	824
6c47047a	764
0e9ead52	749
Other values (10992)	70181

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	800000
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5167 ?
Unique (%)	5.2%

Sample

1st row	a8cd5504
2nd row	2b53e5fb
3rd row	3b08e48b
4th row	efea433b
5th row	5282c137

Common Values

Value	Count	Frequency (%)
3b08e48b	26595	26.6%
fbbf2c95	887	0.9%
efea433b	824	0.8%
6c47047a	764	0.8%
0e9ead52	749	0.7%
fa7d0797	705	0.7%
5ba575e7	565	0.6%
5162b19c	483	0.5%
451bd4e4	446	0.4%
7f79890b	426	0.4%
Other values (10987)	67556	67.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
3b08e48b	26595	26.6%
fbbf2c95	887	0.9%
efea433b	824	0.8%
6c47047a	764	0.8%
0e9ead52	749	0.7%
fa7d0797	705	0.7%
5ba575e7	565	0.6%
5162b19c	483	0.5%
451bd4e4	446	0.4%
7f79890b	426	0.4%
Other values (10987)	67556	67.6%

Most occurring characters

Value	Count	Frequency (%)
b	89877	11.2%
8	86977	10.9%
e	65706	8.2%
0	65014	8.1%
4	64886	8.1%
3	60393	7.5%
7	41407	5.2%
a	38661	4.8%
f	37565	4.7%
2	37522	4.7%
Other values (6)	211992	26.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	496628	62.1%
Lowercase Letter	303372	37.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
8	86977	17.5%
0	65014	13.1%
4	64886	13.1%
3	60393	12.2%
7	41407	8.3%
2	37522	7.6%
5	36593	7.4%
9	35219	7.1%
6	34974	7.0%
1	33643	6.8%

Lowercase Letter

Value	Count	Frequency (%)
b	89877	29.6%
e	65706	21.7%
a	38661	12.7%
f	37565	12.4%
d	36408	12.0%
c	35155	11.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	496628	62.1%
Latin	303372	37.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
8	86977	17.5%
0	65014	13.1%
4	64886	13.1%
3	60393	12.2%
7	41407	8.3%
2	37522	7.6%
5	36593	7.4%
9	35219	7.1%
6	34974	7.0%
1	33643	6.8%

Latin

Value	Count	Frequency (%)
b	89877	29.6%
e	65706	21.7%
a	38661	12.7%
f	37565	12.4%
d	36408	12.0%
c	35155	11.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	800000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
b	89877	11.2%
8	86977	10.9%
e	65706	8.2%
0	65014	8.1%
4	64886	8.1%
3	60393	7.5%
7	41407	5.2%
a	38661	4.8%
f	37565	4.7%
2	37522	4.7%
Other values (6)	211992	26.5%

C_11
Categorical

HIGH CARDINALITY

Distinct	3799
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

c4adf918	2118
7f8ffe57	1539
e51ddf94	1196
4d8549da	1157
f25fe7e9	932
Other values (3794)	93058

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	800000
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	581 ?
Unique (%)	0.6%

Sample

1st row	b2cb9c98
2nd row	4f1b46f3
3rd row	5f5e6091
4th row	e51ddf94
5th row	e5d8af57

Common Values

Value	Count	Frequency (%)
c4adf918	2118	2.1%
7f8ffe57	1539	1.5%
e51ddf94	1196	1.2%
4d8549da	1157	1.2%
f25fe7e9	932	0.9%
755e4a50	822	0.8%
36bccca0	771	0.8%
b7094596	761	0.8%
5874c9c9	745	0.7%
a7b606c4	721	0.7%
Other values (3789)	89238	89.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
c4adf918	2118	2.1%
7f8ffe57	1539	1.5%
e51ddf94	1196	1.2%
4d8549da	1157	1.2%
f25fe7e9	932	0.9%
755e4a50	822	0.8%
36bccca0	771	0.8%
b7094596	761	0.8%
5874c9c9	745	0.7%
a7b606c4	721	0.7%
Other values (3789)	89238	89.2%

Most occurring characters

Value	Count	Frequency (%)
7	57200	7.1%
9	55664	7.0%
a	53144	6.6%
5	53078	6.6%
d	52846	6.6%
4	52229	6.5%
e	50154	6.3%
6	50023	6.3%
f	49772	6.2%
8	48655	6.1%
Other values (6)	277235	34.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	499058	62.4%
Lowercase Letter	300942	37.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
7	57200	11.5%
9	55664	11.2%
5	53078	10.6%
4	52229	10.5%
6	50023	10.0%
8	48655	9.7%
0	48445	9.7%
1	47536	9.5%
2	43171	8.7%
3	43057	8.6%

Lowercase Letter

Value	Count	Frequency (%)
a	53144	17.7%
d	52846	17.6%
e	50154	16.7%
f	49772	16.5%
c	47888	15.9%
b	47138	15.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	499058	62.4%
Latin	300942	37.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
7	57200	11.5%
9	55664	11.2%
5	53078	10.6%
4	52229	10.5%
6	50023	10.0%
8	48655	9.7%
0	48445	9.7%
1	47536	9.5%
2	43171	8.7%
3	43057	8.6%

Latin

Value	Count	Frequency (%)
a	53144	17.7%
d	52846	17.6%
e	50154	16.7%
f	49772	16.5%
c	47888	15.9%
b	47138	15.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	800000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
7	57200	7.1%
9	55664	7.0%
a	53144	6.6%
5	53078	6.6%
d	52846	6.6%
4	52229	6.5%
e	50154	6.3%
6	50023	6.3%
f	49772	6.2%
8	48655	6.1%
Other values (6)	277235	34.7%

C_12
Categorical

HIGH CARDINALITY
MISSING

Distinct	41311
Distinct (%)	43.0%
Missing	3935
Missing (%)	3.9%
Memory size	781.4 KiB

dfbb09fb	3703
e0d76380	1900
8fe001f4	1707
d8c29807	1579
9f32b866	1571
Other values (41306)	85605

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	768520
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	35262 ?
Unique (%)	36.7%

Sample

1st row	37c9c164
2nd row	623049e6
3rd row	8fe001f4
4th row	a30567ca
5th row	66a76a26

Common Values

Value	Count	Frequency (%)
dfbb09fb	3703	3.7%
e0d76380	1900	1.9%
8fe001f4	1707	1.7%
d8c29807	1579	1.6%
9f32b866	1571	1.6%
fb8fab62	1058	1.1%
ae1bb660	972	1.0%
21a23bfe	900	0.9%
6aaba33c	895	0.9%
a2f4e8b5	855	0.9%
Other values (41301)	80925	80.9%
(Missing)	3935	3.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
dfbb09fb	3703	3.9%
e0d76380	1900	2.0%
8fe001f4	1707	1.8%
d8c29807	1579	1.6%
9f32b866	1571	1.6%
fb8fab62	1058	1.1%
ae1bb660	972	1.0%
21a23bfe	900	0.9%
6aaba33c	895	0.9%
a2f4e8b5	855	0.9%
Other values (41301)	80925	84.2%

Most occurring characters

Value	Count	Frequency (%)
b	60268	7.8%
f	54860	7.1%
6	52359	6.8%
9	51645	6.7%
0	50579	6.6%
8	49321	6.4%
2	48777	6.3%
3	48619	6.3%
d	46607	6.1%
e	45986	6.0%
Other values (6)	259499	33.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	473876	61.7%
Lowercase Letter	294644	38.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	52359	11.0%
9	51645	10.9%
0	50579	10.7%
8	49321	10.4%
2	48777	10.3%
3	48619	10.3%
5	44680	9.4%
7	44023	9.3%
1	42111	8.9%
4	41762	8.8%

Lowercase Letter

Value	Count	Frequency (%)
b	60268	20.5%
f	54860	18.6%
d	46607	15.8%
e	45986	15.6%
a	45697	15.5%
c	41226	14.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	473876	61.7%
Latin	294644	38.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	52359	11.0%
9	51645	10.9%
0	50579	10.7%
8	49321	10.4%
2	48777	10.3%
3	48619	10.3%
5	44680	9.4%
7	44023	9.3%
1	42111	8.9%
4	41762	8.8%

Latin

Value	Count	Frequency (%)
b	60268	20.5%
f	54860	18.6%
d	46607	15.8%
e	45986	15.6%
a	45697	15.5%
c	41226	14.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	768520	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
b	60268	7.8%
f	54860	7.1%
6	52359	6.8%
9	51645	6.7%
0	50579	6.6%
8	49321	6.4%
2	48777	6.3%
3	48619	6.3%
d	46607	6.1%
e	45986	6.0%
Other values (6)	259499	33.8%

C_13
Categorical

HIGH CARDINALITY

Distinct	2796
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

85dbe138	2327
46f42a63	1669
3516f6e6	1327
51b97b8f	1157
80467802	1111
Other values (2791)	92409

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	800000
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	272 ?
Unique (%)	0.3%

Sample

1st row	2824a5f6
2nd row	d7020589
3rd row	aa655a2f
4th row	3516f6e6
5th row	f06c53ac

Common Values

Value	Count	Frequency (%)
85dbe138	2327	2.3%
46f42a63	1669	1.7%
3516f6e6	1327	1.3%
51b97b8f	1157	1.2%
80467802	1111	1.1%
6e5da64f	1093	1.1%
ebd756bd	1067	1.1%
740c210d	1009	1.0%
dd183b4c	932	0.9%
5978055e	822	0.8%
Other values (2786)	87486	87.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
85dbe138	2327	2.3%
46f42a63	1669	1.7%
3516f6e6	1327	1.3%
51b97b8f	1157	1.2%
80467802	1111	1.1%
6e5da64f	1093	1.1%
ebd756bd	1067	1.1%
740c210d	1009	1.0%
dd183b4c	932	0.9%
5978055e	822	0.8%
Other values (2786)	87486	87.5%

Most occurring characters

Value	Count	Frequency (%)
b	55463	6.9%
f	52355	6.5%
8	52076	6.5%
5	51971	6.5%
4	51008	6.4%
e	50926	6.4%
6	50899	6.4%
1	50188	6.3%
9	50026	6.3%
0	49930	6.2%
Other values (6)	285158	35.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	501018	62.6%
Lowercase Letter	298982	37.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
8	52076	10.4%
5	51971	10.4%
4	51008	10.2%
6	50899	10.2%
1	50188	10.0%
9	50026	10.0%
0	49930	10.0%
3	48531	9.7%
7	48376	9.7%
2	48013	9.6%

Lowercase Letter

Value	Count	Frequency (%)
b	55463	18.6%
f	52355	17.5%
e	50926	17.0%
d	49672	16.6%
a	45353	15.2%
c	45213	15.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	501018	62.6%
Latin	298982	37.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
8	52076	10.4%
5	51971	10.4%
4	51008	10.2%
6	50899	10.2%
1	50188	10.0%
9	50026	10.0%
0	49930	10.0%
3	48531	9.7%
7	48376	9.7%
2	48013	9.6%

Latin

Value	Count	Frequency (%)
b	55463	18.6%
f	52355	17.5%
e	50926	17.0%
d	49672	16.6%
a	45353	15.2%
c	45213	15.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	800000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
b	55463	6.9%
f	52355	6.5%
8	52076	6.5%
5	51971	6.5%
4	51008	6.4%
e	50926	6.4%
6	50899	6.4%
1	50188	6.3%
9	50026	6.3%
0	49930	6.2%
Other values (6)	285158	35.6%

C_14
Categorical

HIGH CORRELATION

Distinct	26
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

07d13a8f	36315
b28479f6	34577
1adce6ef	15964
64c94865	3553
cfef1c29	2268
Other values (21)	7323

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	800000
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	1adce6ef
2nd row	b28479f6
3rd row	07d13a8f
4th row	07d13a8f
5th row	1adce6ef

Common Values

Value	Count	Frequency (%)
07d13a8f	36315	36.3%
b28479f6	34577	34.6%
1adce6ef	15964	16.0%
64c94865	3553	3.6%
cfef1c29	2268	2.3%
8ceecbc8	1830	1.8%
051219e6	1717	1.7%
f862f261	1260	1.3%
f7c1b33f	617	0.6%
d2dfe871	538	0.5%
Other values (16)	1361	1.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
07d13a8f	36315	36.3%
b28479f6	34577	34.6%
1adce6ef	15964	16.0%
64c94865	3553	3.6%
cfef1c29	2268	2.3%
8ceecbc8	1830	1.8%
051219e6	1717	1.7%
f862f261	1260	1.3%
f7c1b33f	617	0.6%
d2dfe871	538	0.5%
Other values (16)	1361	1.4%

Most occurring characters

Value	Count	Frequency (%)
f	96074	12.0%
8	80491	10.1%
7	72747	9.1%
6	62717	7.8%
1	61634	7.7%
d	54106	6.8%
a	53005	6.6%
9	42691	5.3%
2	42619	5.3%
4	42097	5.3%
Other values (6)	191819	24.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	487497	60.9%
Lowercase Letter	312503	39.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
8	80491	16.5%
7	72747	14.9%
6	62717	12.9%
1	61634	12.6%
9	42691	8.8%
2	42619	8.7%
4	42097	8.6%
3	38542	7.9%
0	38459	7.9%
5	5500	1.1%

Lowercase Letter

Value	Count	Frequency (%)
f	96074	30.7%
d	54106	17.3%
a	53005	17.0%
e	40781	13.0%
b	37261	11.9%
c	31276	10.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	487497	60.9%
Latin	312503	39.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
8	80491	16.5%
7	72747	14.9%
6	62717	12.9%
1	61634	12.6%
9	42691	8.8%
2	42619	8.7%
4	42097	8.6%
3	38542	7.9%
0	38459	7.9%
5	5500	1.1%

Latin

Value	Count	Frequency (%)
f	96074	30.7%
d	54106	17.3%
a	53005	17.0%
e	40781	13.0%
b	37261	11.9%
c	31276	10.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	800000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
f	96074	12.0%
8	80491	10.1%
7	72747	9.1%
6	62717	7.8%
1	61634	7.7%
d	54106	6.8%
a	53005	6.6%
9	42691	5.3%
2	42619	5.3%
4	42097	5.3%
Other values (6)	191819	24.0%

C_15
Categorical

HIGH CARDINALITY

Distinct	5238
Distinct (%)	5.2%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

36721ddc	2054
52baadf5	1526
42b3012c	976
10040656	972
dbc5e126	930
Other values (5233)	93542

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	800000
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1677 ?
Unique (%)	1.7%

Sample

1st row	8ba8b39a
2nd row	e6c5b5cd
3rd row	6dc710ed
4th row	18231224
5th row	8ff4b403

Common Values

Value	Count	Frequency (%)
36721ddc	2054	2.1%
52baadf5	1526	1.5%
42b3012c	976	1.0%
10040656	972	1.0%
dbc5e126	930	0.9%
d345b1a0	881	0.9%
0f942372	804	0.8%
9efd8b77	777	0.8%
f3635baf	755	0.8%
d2f03b75	733	0.7%
Other values (5228)	89592	89.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
36721ddc	2054	2.1%
52baadf5	1526	1.5%
42b3012c	976	1.0%
10040656	972	1.0%
dbc5e126	930	0.9%
d345b1a0	881	0.9%
0f942372	804	0.8%
9efd8b77	777	0.8%
f3635baf	755	0.8%
d2f03b75	733	0.7%
Other values (5228)	89592	89.6%

Most occurring characters

Value	Count	Frequency (%)
2	62839	7.9%
d	54182	6.8%
3	54068	6.8%
5	53672	6.7%
1	53093	6.6%
6	52012	6.5%
f	51356	6.4%
a	50992	6.4%
b	50878	6.4%
0	48952	6.1%
Other values (6)	267956	33.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	504163	63.0%
Lowercase Letter	295837	37.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	62839	12.5%
3	54068	10.7%
5	53672	10.6%
1	53093	10.5%
6	52012	10.3%
0	48952	9.7%
7	47445	9.4%
8	44665	8.9%
9	44188	8.8%
4	43229	8.6%

Lowercase Letter

Value	Count	Frequency (%)
d	54182	18.3%
f	51356	17.4%
a	50992	17.2%
b	50878	17.2%
c	46334	15.7%
e	42095	14.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	504163	63.0%
Latin	295837	37.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	62839	12.5%
3	54068	10.7%
5	53672	10.6%
1	53093	10.5%
6	52012	10.3%
0	48952	9.7%
7	47445	9.4%
8	44665	8.9%
9	44188	8.8%
4	43229	8.6%

Latin

Value	Count	Frequency (%)
d	54182	18.3%
f	51356	17.4%
a	50992	17.2%
b	50878	17.2%
c	46334	15.7%
e	42095	14.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	800000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	62839	7.9%
d	54182	6.8%
3	54068	6.8%
5	53672	6.7%
1	53093	6.6%
6	52012	6.5%
f	51356	6.4%
a	50992	6.4%
b	50878	6.4%
0	48952	6.1%
Other values (6)	267956	33.5%

C_16
Categorical

HIGH CARDINALITY
MISSING

Distinct	34616
Distinct (%)	36.0%
Missing	3935
Missing (%)	3.9%
Memory size	781.4 KiB

84898b2a	3703
1203a270	1900
36103458	1707
31ca40b6	1587
c64d548f	1579
Other values (34611)	85589

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	768520
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	28185 ?
Unique (%)	29.3%

Sample

1st row	891b62e7
2nd row	c92f3b61
3rd row	36103458
4th row	52b8680f
5th row	01adbab4

Common Values

Value	Count	Frequency (%)
84898b2a	3703	3.7%
1203a270	1900	1.9%
36103458	1707	1.7%
31ca40b6	1587	1.6%
c64d548f	1579	1.6%
c6b1e1b2	1058	1.1%
bad5ee18	972	1.0%
587267a3	900	0.9%
b041b04a	895	0.9%
89052618	872	0.9%
Other values (34606)	80892	80.9%
(Missing)	3935	3.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
84898b2a	3703	3.9%
1203a270	1900	2.0%
36103458	1707	1.8%
31ca40b6	1587	1.7%
c64d548f	1579	1.6%
c6b1e1b2	1058	1.1%
bad5ee18	972	1.0%
587267a3	900	0.9%
b041b04a	895	0.9%
89052618	872	0.9%
Other values (34606)	80892	84.2%

Most occurring characters

Value	Count	Frequency (%)
8	58032	7.6%
4	53885	7.0%
b	53858	7.0%
a	52592	6.8%
2	51523	6.7%
1	50861	6.6%
6	49539	6.4%
0	48381	6.3%
3	48213	6.3%
5	43818	5.7%
Other values (6)	257818	33.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	489511	63.7%
Lowercase Letter	279009	36.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
8	58032	11.9%
4	53885	11.0%
2	51523	10.5%
1	50861	10.4%
6	49539	10.1%
0	48381	9.9%
3	48213	9.8%
5	43818	9.0%
9	43003	8.8%
7	42256	8.6%

Lowercase Letter

Value	Count	Frequency (%)
b	53858	19.3%
a	52592	18.8%
e	43795	15.7%
d	43532	15.6%
c	42896	15.4%
f	42336	15.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	489511	63.7%
Latin	279009	36.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
8	58032	11.9%
4	53885	11.0%
2	51523	10.5%
1	50861	10.4%
6	49539	10.1%
0	48381	9.9%
3	48213	9.8%
5	43818	9.0%
9	43003	8.8%
7	42256	8.6%

Latin

Value	Count	Frequency (%)
b	53858	19.3%
a	52592	18.8%
e	43795	15.7%
d	43532	15.6%
c	42896	15.4%
f	42336	15.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	768520	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
8	58032	7.6%
4	53885	7.0%
b	53858	7.0%
a	52592	6.8%
2	51523	6.7%
1	50861	6.6%
6	49539	6.4%
0	48381	6.3%
3	48213	6.3%
5	43818	5.7%
Other values (6)	257818	33.5%

C_17
Categorical

HIGH CORRELATION

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

e5ba7672	42705
07c540c4	13033
d4bb7bd8	12639
3486227d	7548
776ce399	6418
Other values (5)	17657

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	800000
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	e5ba7672
2nd row	07c540c4
3rd row	8efede7f
4th row	1e88c74f
5th row	1e88c74f

Common Values

Value	Count	Frequency (%)
e5ba7672	42705	42.7%
07c540c4	13033	13.0%
d4bb7bd8	12639	12.6%
3486227d	7548	7.5%
776ce399	6418	6.4%
2005abd1	4760	4.8%
1e88c74f	4559	4.6%
27c07bd6	4199	4.2%
8efede7f	4138	4.1%
af5d780c	1	< 0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
e5ba7672	42705	42.7%
07c540c4	13033	13.0%
d4bb7bd8	12639	12.6%
3486227d	7548	7.5%
776ce399	6418	6.4%
2005abd1	4760	4.8%
1e88c74f	4559	4.6%
27c07bd6	4199	4.2%
8efede7f	4138	4.1%
af5d780c	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
7	148562	18.6%
b	89581	11.2%
2	66760	8.3%
e	66096	8.3%
6	60870	7.6%
5	60499	7.6%
4	50812	6.4%
a	47466	5.9%
d	45924	5.7%
c	41243	5.2%
Other values (6)	122187	15.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	496854	62.1%
Lowercase Letter	303146	37.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
7	148562	29.9%
2	66760	13.4%
6	60870	12.3%
5	60499	12.2%
4	50812	10.2%
0	39786	8.0%
8	33444	6.7%
3	13966	2.8%
9	12836	2.6%
1	9319	1.9%

Lowercase Letter

Value	Count	Frequency (%)
b	89581	29.6%
e	66096	21.8%
a	47466	15.7%
d	45924	15.1%
c	41243	13.6%
f	12836	4.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	496854	62.1%
Latin	303146	37.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
7	148562	29.9%
2	66760	13.4%
6	60870	12.3%
5	60499	12.2%
4	50812	10.2%
0	39786	8.0%
8	33444	6.7%
3	13966	2.8%
9	12836	2.6%
1	9319	1.9%

Latin

Value	Count	Frequency (%)
b	89581	29.6%
e	66096	21.8%
a	47466	15.7%
d	45924	15.1%
c	41243	13.6%
f	12836	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	800000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
7	148562	18.6%
b	89581	11.2%
2	66760	8.3%
e	66096	8.3%
6	60870	7.6%
5	60499	7.6%
4	50812	6.4%
a	47466	5.9%
d	45924	5.7%
c	41243	5.2%
Other values (6)	122187	15.3%

C_18
Categorical

HIGH CARDINALITY

Distinct	2548
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

5aed7436	5348
891589e7	2879
e88ffc9d	2590
582152eb	2156
7ef5affa	2133
Other values (2543)	84894

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	800000
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	647 ?
Unique (%)	0.6%

Sample

1st row	f54016b9
2nd row	b04e4670
3rd row	3412118d
4th row	74ef3502
5th row	26b3c7a7

Common Values

Value	Count	Frequency (%)
5aed7436	5348	5.3%
891589e7	2879	2.9%
e88ffc9d	2590	2.6%
582152eb	2156	2.2%
7ef5affa	2133	2.1%
c21c3e4c	1757	1.8%
1f868fdd	1735	1.7%
005c6740	1735	1.7%
f54016b9	1731	1.7%
bd17c3da	1570	1.6%
Other values (2538)	76366	76.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
5aed7436	5348	5.3%
891589e7	2879	2.9%
e88ffc9d	2590	2.6%
582152eb	2156	2.2%
7ef5affa	2133	2.1%
c21c3e4c	1757	1.8%
1f868fdd	1735	1.7%
005c6740	1735	1.7%
f54016b9	1731	1.7%
bd17c3da	1570	1.6%
Other values (2538)	76366	76.4%

Most occurring characters

Value	Count	Frequency (%)
f	63816	8.0%
8	58086	7.3%
e	55692	7.0%
5	54887	6.9%
4	53229	6.7%
d	50432	6.3%
6	50001	6.3%
3	49439	6.2%
c	47333	5.9%
7	47210	5.9%
Other values (6)	269875	33.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	491537	61.4%
Lowercase Letter	308463	38.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
8	58086	11.8%
5	54887	11.2%
4	53229	10.8%
6	50001	10.2%
3	49439	10.1%
7	47210	9.6%
9	47131	9.6%
1	46826	9.5%
0	43302	8.8%
2	41426	8.4%

Lowercase Letter

Value	Count	Frequency (%)
f	63816	20.7%
e	55692	18.1%
d	50432	16.3%
c	47333	15.3%
a	45888	14.9%
b	45302	14.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	491537	61.4%
Latin	308463	38.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
8	58086	11.8%
5	54887	11.2%
4	53229	10.8%
6	50001	10.2%
3	49439	10.1%
7	47210	9.6%
9	47131	9.6%
1	46826	9.5%
0	43302	8.8%
2	41426	8.4%

Latin

Value	Count	Frequency (%)
f	63816	20.7%
e	55692	18.1%
d	50432	16.3%
c	47333	15.3%
a	45888	14.9%
b	45302	14.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	800000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
f	63816	8.0%
8	58086	7.3%
e	55692	7.0%
5	54887	6.9%
4	53229	6.7%
d	50432	6.3%
6	50001	6.3%
3	49439	6.2%
c	47333	5.9%
7	47210	5.9%
Other values (6)	269875	33.7%

C_19
Categorical

HIGH CARDINALITY
MISSING

Distinct	1302
Distinct (%)	2.2%
Missing	41471
Missing (%)	41.5%
Memory size	781.4 KiB

21ddcdc9	34151
55dd3565	2385
cf99e5de	1215
9437f62f	904
1d1eb838	597
Other values (1297)	19277

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	468232
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	331 ?
Unique (%)	0.6%

Sample

1st row	21ddcdc9
2nd row	21ddcdc9
3rd row	21ddcdc9
4th row	18259a83
5th row	21ddcdc9

Common Values

Value	Count	Frequency (%)
21ddcdc9	34151	34.2%
55dd3565	2385	2.4%
cf99e5de	1215	1.2%
9437f62f	904	0.9%
1d1eb838	597	0.6%
5b885066	489	0.5%
712d530c	443	0.4%
1d04f4a4	417	0.4%
9653bb65	363	0.4%
a153cea2	362	0.4%
Other values (1292)	17203	17.2%
(Missing)	41471	41.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
21ddcdc9	34151	58.3%
55dd3565	2385	4.1%
cf99e5de	1215	2.1%
9437f62f	904	1.5%
1d1eb838	597	1.0%
5b885066	489	0.8%
712d530c	443	0.8%
1d04f4a4	417	0.7%
9653bb65	363	0.6%
a153cea2	362	0.6%
Other values (1292)	17203	29.4%

Most occurring characters

Value	Count	Frequency (%)
d	117514	25.1%
c	78144	16.7%
9	45919	9.8%
2	44693	9.5%
1	44166	9.4%
5	22052	4.7%
3	15014	3.2%
f	14115	3.0%
6	12472	2.7%
4	12398	2.6%
Other values (6)	61745	13.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	240439	51.4%
Decimal Number	227793	48.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
9	45919	20.2%
2	44693	19.6%
1	44166	19.4%
5	22052	9.7%
3	15014	6.6%
6	12472	5.5%
4	12398	5.4%
7	11286	5.0%
8	9936	4.4%
0	9857	4.3%

Lowercase Letter

Value	Count	Frequency (%)
d	117514	48.9%
c	78144	32.5%
f	14115	5.9%
e	11765	4.9%
b	10521	4.4%
a	8380	3.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	240439	51.4%
Common	227793	48.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
9	45919	20.2%
2	44693	19.6%
1	44166	19.4%
5	22052	9.7%
3	15014	6.6%
6	12472	5.5%
4	12398	5.4%
7	11286	5.0%
8	9936	4.4%
0	9857	4.3%

Latin

Value	Count	Frequency (%)
d	117514	48.9%
c	78144	32.5%
f	14115	5.9%
e	11765	4.9%
b	10521	4.4%
a	8380	3.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	468232	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
d	117514	25.1%
c	78144	16.7%
9	45919	9.8%
2	44693	9.5%
1	44166	9.4%
5	22052	4.7%
3	15014	3.2%
f	14115	3.0%
6	12472	2.7%
4	12398	2.6%
Other values (6)	61745	13.2%

C_20
Categorical

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	41471
Missing (%)	41.5%
Memory size	781.4 KiB

5840adea	21517
a458ea53	18983
b1252a9d	18029

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	468232
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	b1252a9d
2nd row	5840adea
3rd row	5840adea
4th row	a458ea53
5th row	b1252a9d

Common Values

Value	Count	Frequency (%)
5840adea	21517	21.5%
a458ea53	18983	19.0%
b1252a9d	18029	18.0%
(Missing)	41471	41.5%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
5840adea	21517	36.8%
a458ea53	18983	32.4%
b1252a9d	18029	30.8%

Most occurring characters

Value	Count	Frequency (%)
a	99029	21.1%
5	77512	16.6%
8	40500	8.6%
4	40500	8.6%
e	40500	8.6%
d	39546	8.4%
2	36058	7.7%
0	21517	4.6%
3	18983	4.1%
b	18029	3.9%
Other values (2)	36058	7.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	271128	57.9%
Lowercase Letter	197104	42.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	77512	28.6%
8	40500	14.9%
4	40500	14.9%
2	36058	13.3%
0	21517	7.9%
3	18983	7.0%
1	18029	6.6%
9	18029	6.6%

Lowercase Letter

Value	Count	Frequency (%)
a	99029	50.2%
e	40500	20.5%
d	39546	20.1%
b	18029	9.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	271128	57.9%
Latin	197104	42.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	77512	28.6%
8	40500	14.9%
4	40500	14.9%
2	36058	13.3%
0	21517	7.9%
3	18983	7.0%
1	18029	6.6%
9	18029	6.6%

Latin

Value	Count	Frequency (%)
a	99029	50.2%
e	40500	20.5%
d	39546	20.1%
b	18029	9.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	468232	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	99029	21.1%
5	77512	16.6%
8	40500	8.6%
4	40500	8.6%
e	40500	8.6%
d	39546	8.4%
2	36058	7.7%
0	21517	4.6%
3	18983	4.1%
b	18029	3.9%
Other values (2)	36058	7.7%

C_21
Categorical

HIGH CARDINALITY
MISSING

Distinct	38617
Distinct (%)	40.2%
Missing	3935
Missing (%)	3.9%
Memory size	781.4 KiB

0014c32a	3703
73d06dde	1900
e587c466	1707
5f957280	1579
dfcfc3fa	1571
Other values (38612)	85605

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	768520
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	32439 ?
Unique (%)	33.8%

Sample

1st row	07b5194c
2nd row	60f6221e
3rd row	e587c466
4th row	6b3a5ca6
5th row	21c9516a

Common Values

Value	Count	Frequency (%)
0014c32a	3703	3.7%
73d06dde	1900	1.9%
e587c466	1707	1.7%
5f957280	1579	1.6%
dfcfc3fa	1571	1.6%
99c09e97	1058	1.1%
0429f84b	972	1.0%
c2a93b37	900	0.9%
723b4dfd	895	0.9%
d4703ebd	855	0.9%
Other values (38607)	80925	80.9%
(Missing)	3935	3.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0014c32a	3703	3.9%
73d06dde	1900	2.0%
e587c466	1707	1.8%
5f957280	1579	1.6%
dfcfc3fa	1571	1.6%
99c09e97	1058	1.1%
0429f84b	972	1.0%
c2a93b37	900	0.9%
723b4dfd	895	0.9%
d4703ebd	855	0.9%
Other values (38607)	80925	84.2%

Most occurring characters

Value	Count	Frequency (%)
0	54458	7.1%
d	52773	6.9%
c	51007	6.6%
7	50432	6.6%
3	50287	6.5%
4	48831	6.4%
9	48800	6.3%
2	48189	6.3%
f	47985	6.2%
a	47011	6.1%
Other values (6)	268747	35.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	479536	62.4%
Lowercase Letter	288984	37.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	54458	11.4%
7	50432	10.5%
3	50287	10.5%
4	48831	10.2%
9	48800	10.2%
2	48189	10.0%
1	45266	9.4%
6	45168	9.4%
5	45013	9.4%
8	43092	9.0%

Lowercase Letter

Value	Count	Frequency (%)
d	52773	18.3%
c	51007	17.7%
f	47985	16.6%
a	47011	16.3%
e	46732	16.2%
b	43476	15.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	479536	62.4%
Latin	288984	37.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	54458	11.4%
7	50432	10.5%
3	50287	10.5%
4	48831	10.2%
9	48800	10.2%
2	48189	10.0%
1	45266	9.4%
6	45168	9.4%
5	45013	9.4%
8	43092	9.0%

Latin

Value	Count	Frequency (%)
d	52773	18.3%
c	51007	17.7%
f	47985	16.6%
a	47011	16.3%
e	46732	16.2%
b	43476	15.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	768520	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	54458	7.1%
d	52773	6.9%
c	51007	6.6%
7	50432	6.6%
3	50287	6.5%
4	48831	6.4%
9	48800	6.3%
2	48189	6.3%
f	47985	6.2%
a	47011	6.1%
Other values (6)	268747	35.0%

C_22
Categorical

HIGH CORRELATION
MISSING

Distinct	10
Distinct (%)	0.1%
Missing	81566
Missing (%)	81.6%
Memory size	781.4 KiB

ad3062eb	9640
c9d4222a	7023
8ec974f4	751
78e2e389	582
c0061c6d	402
Other values (5)	36

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	147472
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ad3062eb
2nd row	8ec974f4
3rd row	ad3062eb
4th row	c9d4222a
5th row	ad3062eb

Common Values

Value	Count	Frequency (%)
ad3062eb	9640	9.6%
c9d4222a	7023	7.0%
8ec974f4	751	0.8%
78e2e389	582	0.6%
c0061c6d	402	0.4%
8651fddb	13	< 0.1%
ccfd4002	11	< 0.1%
49e825c5	7	< 0.1%
28f45308	3	< 0.1%
d9ce1838	2	< 0.1%
(Missing)	81566	81.6%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
ad3062eb	9640	52.3%
c9d4222a	7023	38.1%
8ec974f4	751	4.1%
78e2e389	582	3.2%
c0061c6d	402	2.2%
8651fddb	13	0.1%
ccfd4002	11	0.1%
49e825c5	7	< 0.1%
28f45308	3	< 0.1%
d9ce1838	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
2	31312	21.2%
d	17104	11.6%
a	16663	11.3%
e	11564	7.8%
0	10469	7.1%
6	10457	7.1%
3	10227	6.9%
b	9653	6.5%
c	8609	5.8%
4	8546	5.8%
Other values (6)	12868	8.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	83101	56.4%
Lowercase Letter	64371	43.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	31312	37.7%
0	10469	12.6%
6	10457	12.6%
3	10227	12.3%
4	8546	10.3%
9	8365	10.1%
8	1945	2.3%
7	1333	1.6%
1	417	0.5%
5	30	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
d	17104	26.6%
a	16663	25.9%
e	11564	18.0%
b	9653	15.0%
c	8609	13.4%
f	778	1.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	83101	56.4%
Latin	64371	43.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	31312	37.7%
0	10469	12.6%
6	10457	12.6%
3	10227	12.3%
4	8546	10.3%
9	8365	10.1%
8	1945	2.3%
7	1333	1.6%
1	417	0.5%
5	30	< 0.1%

Latin

Value	Count	Frequency (%)
d	17104	26.6%
a	16663	25.9%
e	11564	18.0%
b	9653	15.0%
c	8609	13.4%
f	778	1.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	147472	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	31312	21.2%
d	17104	11.6%
a	16663	11.3%
e	11564	7.8%
0	10469	7.1%
6	10457	7.1%
3	10227	6.9%
b	9653	6.5%
c	8609	5.8%
4	8546	5.8%
Other values (6)	12868	8.7%

C_23
Categorical

HIGH CORRELATION

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

32c7478e	43970
3a171ecb	19944
423fab69	11383
be7c41b4	7079
bcdee96c	6835
Other values (9)	10789

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	800000
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3a171ecb
2nd row	3a171ecb
3rd row	3a171ecb
4th row	3a171ecb
5th row	32c7478e

Common Values

Value	Count	Frequency (%)
32c7478e	43970	44.0%
3a171ecb	19944	19.9%
423fab69	11383	11.4%
be7c41b4	7079	7.1%
bcdee96c	6835	6.8%
c7dc6720	4522	4.5%
55dd3565	3029	3.0%
dbb486d7	1396	1.4%
93bad2c0	988	1.0%
c3dc6cef	385	0.4%
Other values (4)	469	0.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
32c7478e	43970	44.0%
3a171ecb	19944	19.9%
423fab69	11383	11.4%
be7c41b4	7079	7.1%
bcdee96c	6835	6.8%
c7dc6720	4522	4.5%
55dd3565	3029	3.0%
dbb486d7	1396	1.4%
93bad2c0	988	1.0%
c3dc6cef	385	0.4%
Other values (4)	469	0.5%

Most occurring characters

Value	Count	Frequency (%)
7	125430	15.7%
c	95869	12.0%
e	85067	10.6%
3	79718	10.0%
4	71029	8.9%
2	61020	7.6%
b	56241	7.0%
1	46967	5.9%
8	45686	5.7%
a	32757	4.1%
Other values (6)	100216	12.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	496398	62.0%
Lowercase Letter	303602	38.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
7	125430	25.3%
3	79718	16.1%
4	71029	14.3%
2	61020	12.3%
1	46967	9.5%
8	45686	9.2%
6	27813	5.6%
9	19870	4.0%
5	13111	2.6%
0	5754	1.2%

Lowercase Letter

Value	Count	Frequency (%)
c	95869	31.6%
e	85067	28.0%
b	56241	18.5%
a	32757	10.8%
d	21900	7.2%
f	11768	3.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	496398	62.0%
Latin	303602	38.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
7	125430	25.3%
3	79718	16.1%
4	71029	14.3%
2	61020	12.3%
1	46967	9.5%
8	45686	9.2%
6	27813	5.6%
9	19870	4.0%
5	13111	2.6%
0	5754	1.2%

Latin

Value	Count	Frequency (%)
c	95869	31.6%
e	85067	28.0%
b	56241	18.5%
a	32757	10.8%
d	21900	7.2%
f	11768	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	800000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
7	125430	15.7%
c	95869	12.0%
e	85067	10.6%
3	79718	10.0%
4	71029	8.9%
2	61020	7.6%
b	56241	7.0%
1	46967	5.9%
8	45686	5.7%
a	32757	4.1%
Other values (6)	100216	12.5%

C_24
Categorical

HIGH CARDINALITY
MISSING

Distinct	12334
Distinct (%)	12.8%
Missing	3935
Missing (%)	3.9%
Memory size	781.4 KiB

1793a828	6941
3fdb382b	6504
3b183c5c	5991
aee52b6f	4519
b34f3128	3441
Other values (12329)	68669

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	768520
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7266 ?
Unique (%)	7.6%

Sample

1st row	c5c50484
2nd row	43f13e8b
3rd row	3b183c5c
4th row	9117a34a
5th row	b34f3128

Common Values

Value	Count	Frequency (%)
1793a828	6941	6.9%
3fdb382b	6504	6.5%
3b183c5c	5991	6.0%
aee52b6f	4519	4.5%
b34f3128	3441	3.4%
45ab94c8	2851	2.9%
9117a34a	1479	1.5%
335a6a1e	1075	1.1%
c0d61a5c	972	1.0%
ded4aac9	833	0.8%
Other values (12324)	61459	61.5%
(Missing)	3935	3.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1793a828	6941	7.2%
3fdb382b	6504	6.8%
3b183c5c	5991	6.2%
aee52b6f	4519	4.7%
b34f3128	3441	3.6%
45ab94c8	2851	3.0%
9117a34a	1479	1.5%
335a6a1e	1075	1.1%
c0d61a5c	972	1.0%
ded4aac9	833	0.9%
Other values (12324)	61459	64.0%

Most occurring characters

Value	Count	Frequency (%)
3	71194	9.3%
8	67821	8.8%
b	60114	7.8%
a	56413	7.3%
2	49319	6.4%
c	48965	6.4%
1	48917	6.4%
5	47239	6.1%
f	47199	6.1%
4	42939	5.6%
Other values (6)	228400	29.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	474344	61.7%
Lowercase Letter	294176	38.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	71194	15.0%
8	67821	14.3%
2	49319	10.4%
1	48917	10.3%
5	47239	10.0%
4	42939	9.1%
9	41260	8.7%
7	38555	8.1%
6	37839	8.0%
0	29261	6.2%

Lowercase Letter

Value	Count	Frequency (%)
b	60114	20.4%
a	56413	19.2%
c	48965	16.6%
f	47199	16.0%
e	41717	14.2%
d	39768	13.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	474344	61.7%
Latin	294176	38.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	71194	15.0%
8	67821	14.3%
2	49319	10.4%
1	48917	10.3%
5	47239	10.0%
4	42939	9.1%
9	41260	8.7%
7	38555	8.1%
6	37839	8.0%
0	29261	6.2%

Latin

Value	Count	Frequency (%)
b	60114	20.4%
a	56413	19.2%
c	48965	16.6%
f	47199	16.0%
e	41717	14.2%
d	39768	13.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	768520	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	71194	9.3%
8	67821	8.8%
b	60114	7.8%
a	56413	7.3%
2	49319	6.4%
c	48965	6.4%
1	48917	6.4%
5	47239	6.1%
f	47199	6.1%
4	42939	5.6%
Other values (6)	228400	29.7%

C_25
Categorical

MISSING

Distinct	50
Distinct (%)	0.1%
Missing	41471
Missing (%)	41.5%
Memory size	781.4 KiB

e8b83407	18487
001f3601	11451
ea9a246c	5976
010f6491	3806
cb079c2d	3291
Other values (45)	15518

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	468232
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	e8b83407
2nd row	e8b83407
3rd row	ea9a246c
4th row	9b3e8820
5th row	e8b83407

Common Values

Value	Count	Frequency (%)
e8b83407	18487	18.5%
001f3601	11451	11.5%
ea9a246c	5976	6.0%
010f6491	3806	3.8%
cb079c2d	3291	3.3%
9b3e8820	2900	2.9%
2bf691b1	2209	2.2%
445bbe3b	1768	1.8%
f0f449dd	1494	1.5%
9d93af03	1239	1.2%
Other values (40)	5908	5.9%
(Missing)	41471	41.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
e8b83407	18487	31.6%
001f3601	11451	19.6%
ea9a246c	5976	10.2%
010f6491	3806	6.5%
cb079c2d	3291	5.6%
9b3e8820	2900	5.0%
2bf691b1	2209	3.8%
445bbe3b	1768	3.0%
f0f449dd	1494	2.6%
9d93af03	1239	2.1%
Other values (40)	5908	10.1%

Most occurring characters

Value	Count	Frequency (%)
0	73198	15.6%
8	43525	9.3%
4	39463	8.4%
b	38947	8.3%
3	38898	8.3%
1	35695	7.6%
e	30799	6.6%
6	27514	5.9%
7	26926	5.8%
9	25107	5.4%
Other values (6)	88160	18.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	332409	71.0%
Lowercase Letter	135823	29.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	73198	22.0%
8	43525	13.1%
4	39463	11.9%
3	38898	11.7%
1	35695	10.7%
6	27514	8.3%
7	26926	8.1%
9	25107	7.6%
2	17891	5.4%
5	4192	1.3%

Lowercase Letter

Value	Count	Frequency (%)
b	38947	28.7%
e	30799	22.7%
f	24867	18.3%
a	15857	11.7%
c	14355	10.6%
d	10998	8.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	332409	71.0%
Latin	135823	29.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	73198	22.0%
8	43525	13.1%
4	39463	11.9%
3	38898	11.7%
1	35695	10.7%
6	27514	8.3%
7	26926	8.1%
9	25107	7.6%
2	17891	5.4%
5	4192	1.3%

Latin

Value	Count	Frequency (%)
b	38947	28.7%
e	30799	22.7%
f	24867	18.3%
a	15857	11.7%
c	14355	10.6%
d	10998	8.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	468232	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	73198	15.6%
8	43525	9.3%
4	39463	8.4%
b	38947	8.3%
3	38898	8.3%
1	35695	7.6%
e	30799	6.6%
6	27514	5.9%
7	26926	5.8%
9	25107	5.4%
Other values (6)	88160	18.8%

C_26
Categorical

HIGH CARDINALITY
MISSING

Distinct	9526
Distinct (%)	16.3%
Missing	41471
Missing (%)	41.5%
Memory size	781.4 KiB

49d68486	5046
c84c4aec	2330
2fede552	1574
984e0db0	1523
b7d9c3bc	1299
Other values (9521)	46757

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	468232
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5614 ?
Unique (%)	9.6%

Sample

1st row	9727dd16
2nd row	731c3655
3rd row	9a556cfc
4th row	8967c0d2
5th row	c43c3f58

Common Values

Value	Count	Frequency (%)
49d68486	5046	5.0%
c84c4aec	2330	2.3%
2fede552	1574	1.6%
984e0db0	1523	1.5%
b7d9c3bc	1299	1.3%
aa5f0a15	1271	1.3%
c27f155b	944	0.9%
9904c656	883	0.9%
b9809574	864	0.9%
56be3401	743	0.7%
Other values (9516)	42052	42.1%
(Missing)	41471	41.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
49d68486	5046	8.6%
c84c4aec	2330	4.0%
2fede552	1574	2.7%
984e0db0	1523	2.6%
b7d9c3bc	1299	2.2%
aa5f0a15	1271	2.2%
c27f155b	944	1.6%
9904c656	883	1.5%
b9809574	864	1.5%
56be3401	743	1.3%
Other values (9516)	42052	71.8%

Most occurring characters

Value	Count	Frequency (%)
4	41320	8.8%
8	36624	7.8%
6	34399	7.3%
c	33769	7.2%
9	32004	6.8%
d	31140	6.7%
5	30961	6.6%
a	27815	5.9%
0	27498	5.9%
e	26687	5.7%
Other values (6)	146015	31.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	297685	63.6%
Lowercase Letter	170547	36.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	41320	13.9%
8	36624	12.3%
6	34399	11.6%
9	32004	10.8%
5	30961	10.4%
0	27498	9.2%
1	24269	8.2%
3	24082	8.1%
7	23794	8.0%
2	22734	7.6%

Lowercase Letter

Value	Count	Frequency (%)
c	33769	19.8%
d	31140	18.3%
a	27815	16.3%
e	26687	15.6%
b	26175	15.3%
f	24961	14.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	297685	63.6%
Latin	170547	36.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	41320	13.9%
8	36624	12.3%
6	34399	11.6%
9	32004	10.8%
5	30961	10.4%
0	27498	9.2%
1	24269	8.2%
3	24082	8.1%
7	23794	8.0%
2	22734	7.6%

Latin

Value	Count	Frequency (%)
c	33769	19.8%
d	31140	18.3%
a	27815	16.3%
e	26687	15.6%
b	26175	15.3%
f	24961	14.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	468232	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	41320	8.8%
8	36624	7.8%
6	34399	7.3%
c	33769	7.2%
9	32004	6.8%
d	31140	6.7%
5	30961	6.6%
a	27815	5.9%
0	27498	5.9%
e	26687	5.7%
Other values (6)	146015	31.2%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	label	I_1	I_2	I_3	I_4	I_5	I_6	I_7	I_8	I_9	I_10	I_11	I_12	I_13	C_1	C_2	C_3	C_4	C_5	C_6	C_7	C_8	C_9	C_10	C_11	C_12	C_13	C_14	C_15	C_16	C_17	C_18	C_19	C_20	C_21	C_22	C_23	C_24	C_25	C_26
0	0	1.0	1.0	5.0	0.0	1382.0	4.0	15.0	2.0	181.0	1.0	2.0	NaN	2.0	68fd1e64	80e26c9b	fb936136	7b4723c4	25c83c98	7e0ccccf	de7995b8	1f89b562	a73ee510	a8cd5504	b2cb9c98	37c9c164	2824a5f6	1adce6ef	8ba8b39a	891b62e7	e5ba7672	f54016b9	21ddcdc9	b1252a9d	07b5194c	NaN	3a171ecb	c5c50484	e8b83407	9727dd16
1	0	2.0	0.0	44.0	1.0	102.0	8.0	2.0	2.0	4.0	1.0	1.0	NaN	4.0	68fd1e64	f0cf0024	6f67f7e5	41274cd7	25c83c98	fe6b92e5	922afcc0	0b153874	a73ee510	2b53e5fb	4f1b46f3	623049e6	d7020589	b28479f6	e6c5b5cd	c92f3b61	07c540c4	b04e4670	21ddcdc9	5840adea	60f6221e	NaN	3a171ecb	43f13e8b	e8b83407	731c3655
2	0	2.0	0.0	1.0	14.0	767.0	89.0	4.0	2.0	245.0	1.0	3.0	3.0	45.0	287e684f	0a519c5c	02cf9876	c18be181	25c83c98	7e0ccccf	c78204a1	0b153874	a73ee510	3b08e48b	5f5e6091	8fe001f4	aa655a2f	07d13a8f	6dc710ed	36103458	8efede7f	3412118d	NaN	NaN	e587c466	ad3062eb	3a171ecb	3b183c5c	NaN	NaN
3	0	NaN	893.0	NaN	NaN	4392.0	NaN	0.0	0.0	0.0	NaN	0.0	NaN	NaN	68fd1e64	2c16a946	a9a87e68	2e17d6f6	25c83c98	fe6b92e5	2e8a689b	0b153874	a73ee510	efea433b	e51ddf94	a30567ca	3516f6e6	07d13a8f	18231224	52b8680f	1e88c74f	74ef3502	NaN	NaN	6b3a5ca6	NaN	3a171ecb	9117a34a	NaN	NaN
4	0	3.0	-1.0	NaN	0.0	2.0	0.0	3.0	0.0	0.0	1.0	1.0	NaN	0.0	8cf07265	ae46a29d	c81688bb	f922efad	25c83c98	13718bbd	ad9fa255	0b153874	a73ee510	5282c137	e5d8af57	66a76a26	f06c53ac	1adce6ef	8ff4b403	01adbab4	1e88c74f	26b3c7a7	NaN	NaN	21c9516a	NaN	32c7478e	b34f3128	NaN	NaN
5	0	NaN	-1.0	NaN	NaN	12824.0	NaN	0.0	0.0	6.0	NaN	0.0	NaN	NaN	05db9164	6c9c9cf3	2730ec9c	5400db8b	43b19349	6f6d9be8	53b5f978	0b153874	a73ee510	3b08e48b	91e8fc27	be45b877	9ff13f22	07d13a8f	06969a20	9bc7fff5	776ce399	92555263	NaN	NaN	242bb710	8ec974f4	be7c41b4	72c78f11	NaN	NaN
6	0	NaN	1.0	2.0	NaN	3168.0	NaN	0.0	1.0	2.0	NaN	0.0	NaN	NaN	439a44a4	ad4527a2	c02372d0	d34ebbaa	43b19349	fe6b92e5	4bc6ffea	0b153874	a73ee510	3b08e48b	a4609aab	14d63538	772a00d7	07d13a8f	f9d1382e	b00d3dc9	776ce399	cdfa8259	NaN	NaN	20062612	NaN	93bad2c0	1b256e61	NaN	NaN
7	1	1.0	4.0	2.0	0.0	0.0	0.0	1.0	0.0	0.0	1.0	1.0	NaN	0.0	68fd1e64	2c16a946	503b9dbc	e4dbea90	f3474129	13718bbd	38eb9cf4	1f89b562	a73ee510	547c0ffe	bc8c9f21	60ab2f07	46f42a63	07d13a8f	18231224	e6b6bdc7	e5ba7672	74ef3502	NaN	NaN	5316a17f	NaN	32c7478e	9117a34a	NaN	NaN
8	0	NaN	44.0	4.0	8.0	19010.0	249.0	28.0	31.0	141.0	NaN	1.0	NaN	8.0	05db9164	d833535f	d032c263	c18be181	25c83c98	7e0ccccf	d5b6acf2	0b153874	a73ee510	2acdcf4e	086ac2d2	dfbb09fb	41a6ae00	b28479f6	e2502ec9	84898b2a	e5ba7672	42a2edb9	NaN	NaN	0014c32a	NaN	32c7478e	3b183c5c	NaN	NaN
9	0	NaN	35.0	NaN	1.0	33737.0	21.0	1.0	2.0	3.0	NaN	1.0	NaN	1.0	05db9164	510b40a5	d03e7c24	eb1fd928	25c83c98	NaN	52283d1c	0b153874	a73ee510	015ac893	e51ddf94	951fe4a9	3516f6e6	07d13a8f	2ae4121c	8ec71479	d4bb7bd8	70d0f5f9	NaN	NaN	0e63fca0	NaN	32c7478e	0e8fe315	NaN	NaN

Last rows

	label	I_1	I_2	I_3	I_4	I_5	I_6	I_7	I_8	I_9	I_10	I_11	I_12	I_13	C_1	C_2	C_3	C_4	C_5	C_6	C_7	C_8	C_9	C_10	C_11	C_12	C_13	C_14	C_15	C_16	C_17	C_18	C_19	C_20	C_21	C_22	C_23	C_24	C_25	C_26
99990	1	3.0	113.0	1.0	3.0	1.0	0.0	3.0	15.0	16.0	2.0	2.0	NaN	0.0	8cf07265	08d6d899	9143c832	f56b7dd5	384874ce	7e0ccccf	e702f4b9	37e4aa92	a73ee510	c69c38d4	2bcfb78f	ae1bb660	e6fc496d	b28479f6	bffbd637	bad5ee18	07c540c4	bbf70d82	NaN	NaN	0429f84b	NaN	bcdee96c	c0d61a5c	NaN	NaN
99991	0	NaN	0.0	70.0	5.0	3732.0	138.0	6.0	9.0	33.0	NaN	2.0	0.0	5.0	9a89b36c	287130e0	fba5f98b	fa03b78f	25c83c98	NaN	4813a129	0b153874	a73ee510	556d5fe3	e3baf8d4	0423ff45	bc1e82c6	07d13a8f	10040656	2fa6a093	3486227d	891589e7	7e57d0f3	b1252a9d	66a4872a	NaN	c7dc6720	8d17c565	724b04da	36447d5d
99992	0	0.0	0.0	1.0	NaN	3153.0	66.0	3.0	3.0	142.0	0.0	1.0	NaN	NaN	75ac2fe6	6887a43c	9b792af9	9c6d05a0	25c83c98	fe6b92e5	60d4eb86	0b153874	a73ee510	392644bf	0ad37b4b	6532318c	f9d99d81	8ceecbc8	4e06592a	2c9d222f	e5ba7672	8f0f692f	21ddcdc9	b1252a9d	cc6a9262	NaN	32c7478e	a5862ce8	445bbe3b	c8816bd2
99993	0	14.0	21.0	39.0	15.0	843.0	95.0	14.0	34.0	46.0	1.0	1.0	0.0	36.0	05db9164	e77e5e6e	12da0bba	620fad99	25c83c98	fe6b92e5	9fe79dba	0b153874	a73ee510	9bc1a7c1	e4034ebf	af3d699c	ea089f5d	1adce6ef	2c684cfd	be928393	e5ba7672	449d6705	21ddcdc9	5840adea	bacd3941	NaN	32c7478e	3fdb382b	001f3601	df5cbf86
99994	0	0.0	1.0	8.0	2.0	2482.0	52.0	5.0	10.0	192.0	0.0	2.0	NaN	2.0	05db9164	6887a43c	88f89572	f63c1df9	25c83c98	NaN	f398f2de	0b153874	a73ee510	ad599406	9842b911	40aca95d	6d15ad33	07d13a8f	db12b98c	d6220aab	e5ba7672	1e4afada	21ddcdc9	a458ea53	5a7f3ae0	NaN	32c7478e	9a1c7e3d	445bbe3b	d1312b91
99995	0	1.0	60.0	37.0	0.0	1.0	0.0	4.0	0.0	23.0	1.0	3.0	NaN	0.0	68fd1e64	91381efc	eacb18f6	f00be896	25c83c98	fe6b92e5	2489e185	985e3fcb	a73ee510	3b08e48b	4d1f7d97	d6b4fe71	954029f8	1adce6ef	a0602981	2a08cb76	e5ba7672	38b82d9f	21ddcdc9	b1252a9d	24e5131b	NaN	32c7478e	4fa16304	47907db5	72966777
99996	1	NaN	0.0	12.0	NaN	173121.0	NaN	0.0	3.0	10.0	NaN	0.0	NaN	NaN	68fd1e64	f0cf0024	6f67f7e5	41274cd7	4cf72387	fbad5c96	9e5d3694	0b153874	7cc72ec2	be289b53	699034a0	623049e6	a0edec24	1adce6ef	55dc357b	c92f3b61	e5ba7672	b04e4670	21ddcdc9	b1252a9d	60f6221e	NaN	32c7478e	43f13e8b	ea9a246c	731c3655
99997	0	10.0	2.0	1.0	26.0	482.0	60.0	10.0	11.0	60.0	1.0	1.0	0.0	59.0	8cf07265	c8687797	b063fe4e	4b972461	25c83c98	7e0ccccf	176dc88e	d7c4a8f5	a73ee510	3b08e48b	d2b7c44b	8cdc4941	68637c0d	b28479f6	dc96c4b0	3084c78b	07c540c4	a7e06874	21ddcdc9	a458ea53	514b7308	NaN	32c7478e	2fd70e1c	010f6491	ec26ad35
99998	0	NaN	390.0	43.0	4.0	345365.0	NaN	0.0	4.0	4.0	NaN	0.0	NaN	4.0	0e78bd46	a796837e	dffca8ba	0fa0d423	25c83c98	fe6b92e5	bc324536	51d76abe	7cc72ec2	5cad6330	2bcfb78f	93bab460	e6fc496d	cfef1c29	f0bf9094	6bb29970	e5ba7672	1cdbd1c5	NaN	NaN	d9d9202f	NaN	32c7478e	8fc66e78	NaN	NaN
99999	0	0.0	-1.0	137.0	19.0	9504.0	NaN	0.0	22.0	22.0	0.0	0.0	NaN	22.0	05db9164	38d50e09	dd17c91c	82a61820	25c83c98	7e0ccccf	a088b320	5b392875	a73ee510	323dec10	6be5122d	75529ad8	c8c105ca	07d13a8f	ee569ce2	5eea53aa	e5ba7672	582152eb	21ddcdc9	5840adea	0f78ab39	c9d4222a	32c7478e	cafb4e4d	001f3601	99f4f64c

Overview

Variables

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script